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Publications
Books, Monographs
- Floudas, C. A.; Pardalos, P. M. A Collection of Test Problems for Constrained Global Optimization Algorithms; Lecture Notes in Computer Science 455; Springer-Verlag, 1990.
- Floudas, C. A., Pardalos, P. M., Eds. Recent Advances in Global Optimization; Princeton University Press, 1992.
- Floudas, C. A., Ed. Opimization in Chemical Engineering; Annals of Operations Research 42; J.C. Baltzer AG: Basel, Switzerland, 1993.
- Floudas, C. A. Nonlinear and Mixed-Integer Optimization: Fundamentals and Applications; Oxford University Press, 1995.
- Floudas, C. A., Pardalos, P. M., Eds. State of the Art in Global Optimization: Computational Methods and Advances; Kluwer Academic Publishers, 1996.
- Floudas, C. A.; Pardalos, P. M.; Adjiman, C. S.; Esposito, W. R.; Gümüş, Z.; Harding, S. T.; Klepeis, J. L.; Meyer, C. A.; Schweiger, C. A. Handbook of Test Problems for Local and Global Optimization; Kluwer Academic Publishers, 1999.
- Floudas, C. A. Deterministic Global Optimization: Theory, Methods and Applications; Kluwer Academic Publishers, 2000.
- Floudas, C. A.; Pardalos, P. M. Optimization in Computational Chemistry and Molecular Biology : Local and Global Approaches; Kluwer Academic Publishers, 2000.
- Floudas, C. A., Pardalos, P. M., Eds. Encyclopedia of Optimization; Kluwer Academic Publishers, 2001.
- Floudas, C. A., Pardalos, P. M., Eds. Frontiers in Global Optimization; Kluwer Academic Publishers, 2003.
- Floudas, C. A., Agrawal, R., Eds. Sixth International Conference on Foundations of Computer-Aided Process Design: Discovery Through Product and Process Design; OmniPress, 2004.
- Floudas, C. A., Pardalos, P. M., Eds. Encyclopedia of Optimization, 2nd ed.; Springer, 2008.
Journal Articles
1986- Floudas, C. A.; Ciric, A. R.; Grossmann, I. E. Automatic Synthesis of Optimum Heat Exchanger Network Configurations. AIChE Journal 1986, 32, 276.
- Floudas, C. A.; Grossmann, I. E. Synthesis of Flexible Heat Exchanger Networks for Multiperiod Operation. Computers and Chemical Engineering 1986, 10 (2), 153-168.
- Floudas, C. A.; Grossmann, I. E. Automatic Synthesis of Flexible Heat Exchanger Network Configurations for Multiperiod Operation. ASME Advanced Energy Systems 1986, AES-Vol. 2-1, 75-92.
1987- Floudas, C. A.; Grossmann, I. E. Automatic Synthesis of Multiperiod Heat Exchanger Network Configurations. Computers and Chemical Engineering 1987, 11 (2), 123-143.
- Floudas, C. A.; Grossmann, I. E. Synthesis of Flexible Heat Exchanger Networks With Uncertain Flowrates and Temperatures. Computers and Chemical Engineering 1987, 11 (4), 319-336.
- Grossmann, I. E.; Floudas, C. A. Active Constraint Strategy for Flexibility Analysis of Chemical Processes. Computers and Chemical Engineering 1987, 11 (6), 675-693.
- Floudas, C. A. Separation Synthesis of Multicomponent Feed Streams into Multicomponent Product Streams. AIChE Journal 1987, 33 (4), 540-551.
1988- Paules, G. E. IV; Floudas, C. A. Synthesis of Flexible Distillation Sequences for Multiperiod Operation. Computers and Chemical Engineering 1988, 12 (4), 267-280.
- Floudas, C. A.; Paules IV, G. E. A Mixed-Integer Nonlinear Programming Formulation for the Synthesis of Heat-Integrated Distillation Sequences. Computers and Chemical Engineering 1988, 12 (6), 531-546.
- Floudas, C. A.; Anastasiadis, S. H. Synthesis of General Distillation Sequences with Several Multicomponent Feeds and Products. Chemical Engineering Science 1988, 43 (9), 2407-2419.
1989- Paules, G. E. IV; Floudas, C. A. APROS: Algorithmic Development Methodology For Discrete-Continuous Optimization Problems. Operations Research Journal 1989, 37 (6), 902-915.
- Ciric, A. R.; Floudas, C. A. A Retrofit Approach of Heat Exchanger Networks. Computers and Chemical Engineering 1989, 13 (6), 703-715.
- Georgiou, A.; Floudas, C. A. An Optimization Model for the Generic Rank Determination of Structural Matrices. International Journal of Control 1989, 49 (5), 1633-1644.
- Georgiou, A.; Floudas, C. A. Structural Analysis and Synthesis of Feasible Control Systems - Theory and Applications. Chemical Engineering Research and Design 1989, 67, 600-618.
- Floudas, C. A.; Aggarwal, A.; Ciric, A. R. Global Optimum Search for Nonconvex NLP and MINLP Problems. Computers and Chemical Engineering 1989, 13 (10), 1117-1132.
- Floudas, C. A.; Ciric, A. R. Strategies for Overcoming Uncertainties In Heat Exchanger Network Synthesis. Computers and Chemical Engineering 1989, 13 (10), 1133-1152.
1990- Ciric, A. R.; Floudas, C. A. A Mixed-Integer Nonlinear Programming Model For Retrofitting Heat Exchanger Networks. Industrial & Engineering Chemistry Research 1990, 29, 239-251.
- Ciric, A. R.; Floudas, C. A. Application of the Simultaneous Match-Network Optimization Approach to the Pseudo-Pinch Problem. Computers and Chemical Engineering 1990, 14 (3), 241-250.
- Kokossis, A. C.; Floudas, C. A. Optimization of Complex Reactor Networks: I-Isothermal Operation. Chemical Engineering Science 1990, 43 (3), 595-614.
- Georgiou, A.; Floudas, C. A. Structural Properties of Large Scale Systems. International Journal of Control 1990, 51 (1), 169-187.
- Aggarwal, A.; Floudas, C. A. Synthesis of General Separation Sequences - Nonsharp Separations. Computers and Chemical Engineering 1990, 14 (6), 631-653.
- Floudas, C. A.; Aggarwal, A. A Decomposition Approach for Global Optimum Search In The Pooling Problem. Operations Research Journal On Computing 1990, 2 (3), 225-234.
- Ciric, A. R.; Floudas, C. A. A Comprehensive Optimization Model For The Retrofit Of Heat Recovery Networks. Journal of Heat Recovery Systems and CHP 1990, 10 (4), 407-422.
- Aggarwal, A.; Floudas, C. A. A Decomposition Approach for Global Optimum Search in QP, NLP and MINLP problems. Annals of Operations Research, Special Volume On Computational methods In Global Optimization 1990, 25,.
- Psarris, P.; Floudas, C. A. Improving Dynamic Operability in MIMO Systems with Time Delays. Chemical Engineering Science 1990, 45 (12), 3505-3524.
- Floudas, C. A.; Visweswaran, V. A Global Optimization Algorithm (GOP) for Certain Classes of Nonconvex NLPs : I. Theory. Computers and Chemical Engineering 1990, 14 (12), 1397-1417.
- Visweswaran, V.; Floudas, C. A. A Global Optimization Algorithm (GOP) for Certain Classes of Nonconvex NLPs : II. Applications of Theory and Test Problems. Computers and Chemical Engineering 1990, 14 (12), 1417-1434.
1991- Kokossis, A. C.; Floudas, C. A. Synthesis of Isothermal Reactor-Separator-Recycle Systems. Chemical Engineering Science 1991, 46 (5/6), 1361-1383.
- Ciric, A. R.; Floudas, C. A. Heat Exchanger Network Synthesis Without Decomposition. Computers and Chemical Engineering 1991, 15 (6), 385-396.
- Psarris, P.; Floudas, C. A. Dynamic Operability of MIMO Systems with Time Delays and Transmission Zeroes. I. Assessment. Chemical Engineering Science 1991, 46 (10), 2691-2707.
- Psarris, P.; Floudas, C. A. Dynamic Operability of MIMO Systems with Time Delays and Transmission Zeroes. II. Enhancement. Chemical Engineering Science 1991, 46 (10), 2709-2728.
1992- Paules, G. E. IV; Floudas, C. A. Stochastic Programming In Process Synthesis : A two-Stage Model with MINLP Recourse for Multiperiod Heat-Integrated Distillation Sequences. Computers and Chemical Engineering 1992, 16 (3), 189-210.
- Aggarwal, A.; Floudas, C. A. Synthesis of Heat Integrated Nonsharp Distillation Sequences. Computers and Chemical Engineering 1992, 16 (2), 89-108.
- Visweswaran, V.; Floudas, C. A. Unconstrained and Constrained Global Optimization of Polynomial Functions in One Variable. Journal of Global Optimization 1992, 2 (1), 73-99.
- Maranas, C. D.; Floudas, C. A. A Global Optimization Approach for Lennard-Jones Microclusters. Journal of Chemical Physics 1992, 97 (10), 7667-7678.
1993- Floudas, C. A.; Visweswaran, V. A Primal-Relaxed Dual Global Optimization Approach. Journal of Optimization 1993, Theory (and its Applications), 187-225.
- Visweswaran, V.; Floudas, C. A. New Properties and Computational Improvement of the GOP Algorithm For Problems With Quadratic Objective Function and Constraints. Journal of Global Optimization 1993, 3 (4), 439-462.
- Maranas, C. D.; Floudas, C. A. Global Optimization for Molecular Conformation Problems. Annals of Operations Research 1993, 42, 85-117.
- Kokossis, A. C.; Floudas, C. A. Stability Issues in Process Synthesis. Computers and Chemical Engineering 1993, 18, S93-S97.
- Ierapetritou, M.; Pistikopoulos, E. N.; Floudas, C. A. Operational Planning Under Uncertainty. Computers and Chemical Engineering 1993, 18, S553-S557.
- Liu, W. B.; Floudas, C. A. A Remark on the GOP Algorithm for Global Optimization. Journal of Global Optimization 1993, 3 (4), 519-521.
- Rojnuckarin, A.; Floudas, C. A.; Rabitz, H.; Yetter, R. A. Optimal Control of a Plug Flow Reactor with a Complex Reaction Mechanism. Journal of Physical Chemistry 1993, 97 (45), 11689-11695.
1994- Maranas, C. D.; Floudas, C. A. Global Minimum Potential Energy Conformations of Small Molecules. Journal of Global Optimization 1994, 4 (2), 135-170.
- Kokossis, A. C.; Floudas, C. A. Optimization of Complex Reactor Networks-II: Nonisothermal Operation. Chemical Engineering Science 1994, 49 (7), 1037-1051.
- Kokossis, A. C.; Floudas, C. A. Stability in Optimal Design: Synthesis of Complex Reactor Networks. AIChE J. 1994, 40 (5), 849-861.
- Maranas, C. D.; Floudas, C. A. A Deterministic Global Optimization Approach for Molecular Structure Determination. Journal of Chemical Physics 1994, 100 (2), 15 January.
- Luyben, M. L.; Floudas, C. A. A Multiobjective Optimization Approach for Analyzing the Interaction of Design and Control, Part 1: Theoretical Framework and Binary Distillation Synthesis. Computers and Chemical Engineering 1994, 18 (10), 933-969.
- Luyben, M. L.; Floudas, C. A. A Multiobjective Optimization Approach for Analyzing the Interaction of Design and Control, Part 2: Reactor-Separator-Recycle System. Computers and Chemical Engineering 1994, 18 (10), 971-994.
- Papalexandri, K. P.; Pistikopoulos, E. N.; Floudas, C. A. Mass Exchange Networks for Waste Minimization: A Simultaneous Approach. Chemical Engineering Research and Design 1994, 72, 279-294.
- McDonald, C. M.; Floudas, C. A. Decomposition Based and Branch and Bound Global Optimization Approaches for the Phase Equilibrium Problem. J. of Global Optimization 1994, 5, 205-251.
1995- Maranas, C. D.; Floudas, C. A.; Pardalos, P. M. New Results in the Packing of Equal Circles in a Square. Discrete Mathematics 1995, 142, 287-293.
- Liu, W. B.; Floudas, C. A. Convergence of the GOP Algorithm for a Large Class of Smooth Optimization Problems. Journal of Global Optimization 1995, 6, 207.
- McDonald, C. M.; Floudas, C. A. Global Optimization for the Phase and Chemical Equilibrium Problem: Application to the NRTL Equation. Computers and Chemical Engineering 1995, 19 (11), 1111-1141.
- Psarris, P.; Floudas, C. A. Robust Stability Analysis of Systems with Real Parametric Uncertainty : A Global Optimization Approach. International J. of Robust and Nonlinear Control 1995, 6, 699-717.
- McDonald, C. M.; Floudas, C. A. Global Optimization for the Phase Stability Problem. AIChE J. 1995, 41 (7), 1798-1814.
- McDonald, C. M.; Floudas, C. A. Global Optimization and Analysis for the Gibbs Free Energy Function for the UNIFAC, Wilson, and ASOG Equations. Industrial & Engineering Chemistry Research 1995, 34, 1674-1687.
- Androulakis, I. P.; Maranas, C. D.; Floudas, C. A. αBB: A Global Optimization Method for General Constrained Nonconvex Problems. Journal of Global Optimization 1995, 7 (4), 337-363.
- Maranas, C. D.; Floudas, C. A. Finding All Solutions of Nonlinearly Constrained Systems of Equations. Journal of Global Optimization 1995, 7 (2), 143-182.
1996- Liu, W. B.; Floudas, C. A. A Generalized Primal-Relaxed Dual Approach for Global Optimization. Journal of Optimization Theory and its Applications 1996, 90, 417-434.
- Rojnuckarin, A.; Floudas, C. A.; Rabitz, H.; Yetter, R. A. Methane Conversion to Ethylene and Acetylene : Optimal Control with Chlorine, Oxygen and Heat Flux. IE&C Fundamentals 1996, 35, 683-696.
- Hatzimanikatis, V.; Floudas, C. A.; Bailey, J. E. Analysis and Design of Metabolic Reaction Networks via Mixed-Integer Linear Optimization. AIChE J. 1996, 42, 1277-1292.
- Maranas, C. D.; McDonald, C. M.; Harding, S. T.; Floudas, C. A. Locating All Azeotropes in Homogeneous Azeotropic Systems. Computers and Chemical Engineering 1996, 20, S413-418.
- Adjiman, C. S.; Androulakis, I. P.; Maranas, C. D.; Floudas, C. A. A Global Optimization Method αBB for Process Design. Computers and Chemical Engineering 1996, 20, S419-424.
- Hatzimanikatis, V.; Floudas, C. A.; Bailey, J. E. Optimization of Regulatory Architectures in Metabolic Reaction Networks. Biotechnology and Bioengineering 1996, 52, 485-500.
- Adjiman, C. S.; Floudas, C. A. Rigorous Convex Underestimators for General Twice-Differentiable Problems. Journal of Global Optimization 1996, 9, 23-40.
- Ierapetritou, M. G.; Pistikopoulos, E. N.; Floudas, C. A. Operational Planning Under Uncertainty. Computers and Chemical Engineering 1996, 20, 1499-1516.
1997- Maranas, C. D.; Androulakis, I. P.; Floudas, C. A.; Berger, A. J.; Mulvey, J. M. Solving Stochastic Control Problems in Finance via Global Optimization. Journal of Economics, Dynamics and Control 1997, 21, 1405-1425.
- Maranas, C. D.; Floudas, C. A. Global Optimization in Generalized Geometric Programming. Computers and Chemical Engineering 1997, 21, 351-370.
- McDonald, C. M.; Floudas, C. A. GLOPEQ: A New Computational Tool for the Phase and Chemical Equilibrium Problem. Computers and Chemical Engineering 1997, 21, 1-23.
- Androulakis, I. P.; Maranas, C. D.; Floudas, C. A. Prediction of Oligopeptide Conformations via Deterministic Global Optimization. Journal of Global Optimization 1997, 11, 1-34.
- Vassiliadis, V. S.; Floudas, C. A. The Modified Barrier Function Approach for Large-Scale Optimization. Computers and Chemical Engineering 1997, 21, 855-874.
- Harding, S. T.; Maranas, C. D.; McDonald, C. M.; Floudas, C. A. Locating All Homogeneous Azeotropes in Multicomponent Mixtures. Industrial & Engineering Chemistry Research 1997, 36, 160-178.
- Harding, S. T.; Floudas, C. A. Global Optimization in Multiproduct and Multipurpose Batch Design Under Uncertainty. Industrial & Engineering Chemistry Research 1997, 36, 1644-1664.
- Androulakis, I. P.; Nayak, N. N.; Monos, D. S.; Ierapetritou, M. G.; Floudas, C. A. A Predictive Method for Evaluation of Peptide Binding in Pocket-1 of HLA-DRB1 via Global Minimization of Energy Interactions. Proteins: Structure, Function, and Genetics 1997, 29 (1), 87-102.
- Adjiman, C. S.; Androulakis, I. P.; Floudas, C. A. Global Optimization of MINLP Problems in Process Synthesis and Design. Computers and Chemical Engineering 1997, 21, S445-S450.
1998- Klepeis, J. L.; Androulakis, I. P.; Ierapetritou, M. G.; Floudas, C. A. Predicting Solvated Peptide Conformations via Global Minimization of Energetic Atom-to-Atom Interactions. Computers and Chemical Engineering 1998, 22, 765-788.
- Adjiman, C. S.; Dallwig, S.; Floudas, C. A.; Neumaier, A. A Global Optimization Method, αBB, for General Twice-Differentiable Constrained NLPs - I. Theoretical Advances. Computers and Chemical Engineering 1998, 22, 1137-1158.
- Adjiman, C. S.; Androulakis, I. P.; Floudas, C. A. A Global Optimization Method, αBB, for General Twice-Differentiable Constrained NLPs - II. Implementation and Computational Results. Computers and Chemical Engineering 1998, 22, 1159-1179.
- Klepeis, J. L.; Ierapetritou, M. G.; Floudas, C. A. Protein Folding and Peptide Docking: A Molecular Modeling and Global Optimization Approach. Computers and Chemical Engineering 1998, 22, S3-S10.
- Esposito, W. R.; Floudas, C. A. Parameter Estimation in Nonlinear Algebraic Models via Global Optimization. Computers and Chemical Engineering 1998, 22, S213-S220.
- Ierapetritou, M. G.; Floudas, C. A. Short-term Scheduling: New Mathematical Models vs. Algorithmic Improvements. Computers and Chemical Engineering 1998, 22, S419-S426.
- Esposito, W. R.; Floudas, C. A. Global Optimization in Parameter Estimation of Nonlinear Algebraic Models via the Error-In-Variables Approach. Industrial & Engineering Chemistry Research 1998, 37, 1841-1858.
- Ierapetritou, M. G.; Floudas, C. A. Effective Continuous-Time Formulation for Short-Term Scheduling. 1. Multipurpose Batch Processes. Industrial & Engineering Chemistry Research 1998, 37, 4341-4359.
- Ierapetritou, M. G.; Floudas, C. A. Effective Continuous-Time Formulation for Short-Term Scheduling. 2. Continuous and Semicontinuous Processes. Industrial & Engineering Chemistry Research 1998, 37, 4360-4374.
1999- Schweiger, C. A.; Floudas, C. A. Optimization Framework for the Synthesis of Chemical Reactor Networks. Industrial & Engineering Chemistry Research 1999, 38, 744-766.
- Klepeis, J. L.; Floudas, C. A. A Comparative Study of Global Minimum Energy Conformations of Hydrated Peptides. Journal of Computational Chemistry 1999, 20, 636-654.
- Westerberg, K. M.; Floudas, C. A. Locating All Transition States and Studying Reaction Pathways of Potential Energy Surfaces. Journal of Chemical Physics 1999, 110, 9259-9296.
- Klepeis, J. L.; Floudas, C. A. Free Energy Calculations for Peptides via Deterministic Global Optimization. Journal of Chemical Physics 1999, 110, 7491-7512.
- Ierapetritou, M. G.; Floudas, C. A.; Vasantharajan, S.; Cullick, A. S. Optimal Location of Vertical Wells: A Decomposition Approach. AIChE Journal 1999, 45, 844-859.
- Ierapetritou, M. G.; Hene, T. S.; Floudas, C. A. Effective Continuous-Time Formulation for Short Term Scheduling. 3. Multiple Intermediate Due Dates. Industrial & Engineering Chemistry Research 1999, 38 (9), 3446-3461.
- Klepeis, J. L.; Floudas, C. A.; Morikis, D.; Lambris, J. D. Predicting Peptide Structures Using NMR Data and Deterministic Global Optimization. Journal of Computational Chemistry 1999, 20 (13), 1354-1370.
- Schweiger, C. A.; Floudas, C. A. Synthesis of Optimal Chemical Reactor Networks. Computers and Chemical Engineering 1999, S47-50.
- Ierapetritou, M. G.; Hene, T. S.; Floudas, C. A. Short-Term Scheduling of Batch Plants with Multiple Intermediate Due Dates. Computers and Chemical Engineering 1999, 23, S515-518.
- Floudas, C. A. Recent Advances in Global Optimization for Process Synthesis, Design and Control: Enclosure of All Solutions. Computers and Chemical Engineering 1999, S963-973.
- Hertz, D.; Adjiman, C. S.; Floudas, C. A. Two results on bounding the roots of interval polynomials. Computers and Chemical Engineering 1999, 23, 1333-1339.
- Westerberg, K. M.; Floudas, C. A. Dynamics of Peptide Folding: Transition States and Reaction Pathways of Solvated and Unsolvated Tetra-Alanine. Journal of Global Optimization 1999, 15, 261-297.
2000- Adjiman, C. S.; Androulakis, I. P.; Floudas, C. A. Global Optimization of Mixed Integer Nonlinear Problems. AIChE Journal 2000, 46, 1769-1797.
- Harding, S. T.; Floudas, C. A. Phase Stability with Cubic Equations of State: A Global Optimization Approach. AIChE Journal 2000, 46 (7), 1422-1440.
- Harding, S. T.; Floudas, C. A. Locating Heterogeneous and Reactive Azeotropes. Industrial & Engineering Chemistry Research 2000, 39 (6), 1576-1595.
- Esposito, W. R.; Floudas, C. A. Global Optimization for the Parameter Estimation of Differential-Algebraic Systems. Industrial & Engineering Chemistry Research 2000, 39 (5), 1291-1310.
- Esposito, W. R.; Floudas, C. A. Deterministic Global Optimization in Nonlinear Optimal Control Problems. Journal of Global Optimization 2000, 17, 97-126.
- Klepeis, J. L.; Floudas, C. A. Deterministic Global Optimization and Torsion Angle Dynamics for Molecular Structure Prediction. Computers and Chemical Engineering 2000, 24, 1761-1766.
- Floudas, C. A. Global Optimization In Design and Control of Chemical Process Systems. Journal of Process Control 2000, 10 (2-3), 125-134.
- Faliks, A.; Yetter, R. A.; Floudas, C. A.; Hall, R.; Rabitz, H. Optimal Control of Methane Conversion to Ethylene. Journal of Physical Chemistry A 2000, 104, 10740-10746.
2001- Gümüş, Z. H.; Floudas, C. A. Global Optimization of Nonlinear Bilevel Programming Problems. Journal of Global Optimization 2001, 20, 1-31.
- Floudas, C. A.; Gümüş, Z. H.; Ierapetritou, M. G. Global Optimization in Design Under Uncertainty: Feasibility Test and Flexibility Index Problems. Industrial & Engineering Chemistry Research 2001, 40, 4267-4282.
- Lin, X.; Floudas, C. A. Design, Synthesis and Scheduling of Multipurpose Batch Plants via an Effective Continuous-Time Formulation. Computers and Chemical Engineering 2001, 25, 665-674.
- Esposito, W. R.; Floudas, C. A. Rebuttal to Comments on “Global Optimization for the Parameter Estimation of Differential Algebraic System”. Industrial & Engineering Chemistry Research 2001, 40, 490-491.
- Faliks, A.; Yetter, R. A.; Floudas, C. A.; Wei, Y.; Rabitz, H. Optimization of Living Polymerization Through Distributed Control of a Nitroxide Radical. POLYMER 2001, 42, 2061-2065.
- Faliks, A.; Yetter, R. A.; Floudas, C. A.; Bernasek, S. L.; Fransson, M.; Rabitz, H. Optimal Control of Catalytic Methanol Conversion to Formaldehyde. Journal of Physical Chemistry A 2001, 105, 2099-2105.
- Ierapetritou, M. G.; Floudas, C. A. Comments on “An Improved RTN Continuous-Time Formulation for the Short-Term Scheduling of Multipurpose Batch Plants”. Industrial & Engineering Chemistry Research 2001, 40, 5040-5041.
- Faliks, A.; Yetter, R. A.; Floudas, C. A.; Wei, Y.; Rabitz, H. Optimization of Living Radical Polymerization Through Distributed Control of Energy. Macromolecular Chemistry and Physics 2001, 202 (13), 2797-2801.
2002- Klepeis, J. L.; Schafroth, H. D.; Westerberg, K. M.; Floudas, C. A. Deterministic Global Optimization and Ab Initio Approaches for the Structure Prediction of Polypeptides, Dynamics of Protein Folding and Protein-Protein Interactions. Advances in Chemical Physics 2002, 120, 265-457.
- Esposito, W. R.; Floudas, C. A. Deterministic Global Optimization in Isothermal Reactor Network Synthesis. Journal of Global Optimization 2002, 22, 59-95.
- Klepeis, J. L.; Floudas, C. A. Ab Initio Prediction of Helical Segments in Polypeptides. Journal of Computational Chemistry 2002, 23, 245-266.
- Lin, X.; Floudas, C. A.; Modi, S.; Juhasz, N. M. Continuous-Time Optimization Approach for Medium-Range Production Scheduling of a Multiproduct Batch Plant. Industrial & Engineering Chemistry Research 2002, 41, 3884-3906.
- Meyer, C. A.; Floudas, C. A.; Neumaier, A. Global Optimization with Non-Factorable Constraints. Industrial & Engineering Chemistry Research 2002, 41, 6413-6424.
- Faliks, A.; Yetter, R. A.; Floudas, C. A.; Wei, Y.; Rabitz, H. Optimization of Polymer Synthesis Through Distributed Control of Polymerization Conditions. Journal of Applied Polymer Science 2002, 85 (14), 2922-2928.
2003- Lin, X.; Floudas, C. A. A Novel Continuous-Time Modeling and Optimization Framework for Well Platform Planning Problems. Optimization and Engineering 2003, 4, 65-95.
- Klepeis, J. L.; Floudas, C. A. Prediction of Beta-Sheet Topology and Disulfide Bridges in Polypeptides. Journal of Computational Chemistry 2003, 24, 191-208.
- Klepeis, J. L.; Floudas, C. A. Ab Initio Tertiary Structure Prediction of Proteins. Journal of Global Optimization 2003, 25, 113-140.
- Lin, X.; Chajakis, E. D.; Floudas, C. A. Scheduling of Tanker Lightering via a Novel Continuous-Time Optimization Framework. Industrial & Engineering Chemistry Research 2003, 42, 4441-4451.
- Klepeis, J. L.; Pieja, M.; Floudas, C. A. A New Class of Hybrid Global Optimization Algorithms for Peptide Structure Prediction: Integrated Hybrids. Computer Physics Communications 2003, 151, 121-140.
- Klepeis, J. L.; Pieja, M.; Floudas, C. A. A New Class of Hybrid Global Optimization Algorithms for Peptide Structure Prediction: Alternating Hybrids and Application fo Met-Enkephalin and Melittin. Biophysical Journal 2003, 84, 869-882.
- Klepeis, J. L.; Floudas, C. A.; Morikis, D.; Tsokos, C. G.; Argyropoulos, E.; Spruce, L.; Lambris, J. D. Integrated Computational and Experimenal Approach for Lead Optimization and Design of Compstatin Variants with Improved Activity. Journal of the American Chemical Society 2003, 125 (28), 8422-8423.
- Klepeis, J. L.; Floudas, C. A. ASTRO-FOLD: a combinatorial and global optimization framework for ab initio prediction of three-dimensional structures of proteins from the amino acid sequence. Biophysical Journal 2003, 85, 2119-2146.
- Lin, X.; Floudas, C. A.; Wang, Y.; Broach, J. R. Theoretical and Computational Studies of the Glucose Signaling Pathways in Yeast Using Global Gene Expression Data. Biotechnology and Bioengineering 2003, 84, 864-886.
2004- Meyer, C. A.; Floudas, C. A. Convex Hull of Trilinear Monomials with Mixed Sign Domains. Journal of Global Optimization 2004, 29 (2), 125-155.
- Floudas, C. A.; Lin, X. Continuous-Time versus Discrete-Time Approaches for Scheduling of Chemical Processes: A Review. Computers and Chemical Engineering 2004, 28 (11), 2109-2129.
- Akrotirianakis, I. G.; Floudas, C. A. A New Class of Improved Convex Underestimators for Twice Continuously Differentiable Constrained NLPs. Journal of Global Optimization 2004, 30 (4), 367-390.
- Caratzoulas, S.; Floudas, C. A. Trigonometric Convex Underestimator for the Base Functions in Fourier Space. Journal of Optimization Theory and Applications 2004, 124 (2), 339-362.
- Lin, X.; Janak, S. L.; Floudas, C. A. A New Robust Optimization Approach for Scheduling under Uncertainty: I. Bounded Uncertainty. Computers and Chemical Engineering 2004, 28, 1069-1085.
- Loose, C.; Klepeis, J. L.; Floudas, C. A. A New Pairwise Folding Potential Based on Improved Decoy Generation and Side-Chain Packing. Proteins 2004, 54, 303-314.
- Klepeis, J. L.; Floudas, C. A.; Morikis, D.; Lambris, J. D. Design of Peptide Analogs with Improved Activity using a Novel de novo Protein Design Approach. Industrial & Engineering Chemistry Research 2004, 43, 3817-3826.
- Schafroth, H. D.; Floudas, C. A. Predicting peptide binding to MHC pockets via molecular modeling, implicit solvation, and global optimization. Proteins 2004, 54, 534-556.
- Akrotirianakis, I. G.; Floudas, C. A. Computational Experience with a New Class of Convex Underestimators: Box Constrained NLP Problems. Journal of Global Optimization 2004, 29 (3), 249-264.
- Morikis, D.; Soulika, A. M.; Mallik, B.; Klepeis, J. L.; Floudas, C. A.; Lambris, J. D. Improvement of the anti-C3 activity of complement using rational and combinatorial approaches. Biochemical Society Transactions 2004, 32, 28-32.
- Janak, S. L.; Lin, X.; Floudas, C. A. Enhanced Continuous-Time Unit-Specific Event Based Formulation for Short-Term Scheduling of Multipurpose Batch Processes: Resource Constraints and Mixed Storage Policies. Industrial & Engineering Chemistry Research 2004, 43, 2516-2533.
2005- Floudas, C. A.; Lin, X. Mixed Integer Linear Programming in Process Scheduling: Modeling, Algorithms, and Applications. Annals of Operations Research 2005, 139 (1), 131-162.
- Lin, X.; Floudas, C. A.; Kallrath, J. Global Solution Approach for a Nonconvex MINLP Problem in Product Portfolio Optimization. Journal of Global Optimization 2005, 32, 417-431.
- Floudas, C. A.; Th. Jongen, H. Global Optimization: Local Minima and Transition Points. Journal of Global Optimization 2005, 32, 409-415.
- Gümüş, Z. H.; Floudas, C. A. Global Optimization of Mixed-Integer Bilevel Programming Problems. Journal of Computational Management and Optimization 2005, 2 (3), 181-212.
- Klepeis, J. L.; Wei, Y.; Hecht, M. H.; Floudas, C. A. Ab Initio Prediction of the 3-Dimensional Structure of a De Novo Designed Protein: A Double Blind Case Study. Proteins 2005, 58, 560-570.
- Meyer, C. A.; Floudas, C. A. Convex underestimation of twice continuously differentiable functions by piecewise quadratic perturbation: Spline αBB underestimators. Journal of Global Optimization 2005, 32 (2), 221-258.
- Klepeis, J. L.; Floudas, C. A. Analysis and Prediction of Loop Segments in Protein Structures. Computers and Chemical Engineering 2005, 29, 423-436.
- Meyer, C. A.; Floudas, C. A. Convex Envelopes for Edge-Concave Functions. Mathematical Programming 2005, 103 (2), 207-224.
- Floudas, C. A.; Akrotirianakis, I. G.; Caratzoulas, S.; Meyer, C. A.; Kallrath, J. Global Optimization in the 21st Century: Advances and Challenges. Computers and Chemical Engineering 2005, 29 (6), 1185-1202.
- Floudas, C. A.; Fung, H. K.; McAllister, S. R.; Monnigmann, M.; Rajgaria, R. Advances in Protein Structure Prediction and De Novo Protein Design: A Review. Chemical Engineering Science 2005, 61, 966-988.
- Floudas, C. A.; Janak, S. L. Comments on “New General Continuous-Time State Task Network Formulation for Short-Term Scheduling of Multipurpose Batch Plants” and on “Enhanced Continuous Time Unit Specific Event Based Formulation for Short Term Scheduling of Multipurpose Batch Processes”. Industrial & Engineering Chemistry Research 2005, 44, 1985-1986.
- Fung, H. K.; Rao, S.; Floudas, C. A.; Prokopyev, O.; Pardalos, P. M.; Rendl, F. Computational Comparison Studies of Quadratic Assignment Like Formulations for the In Silico Sequence Selection Problem in De Novo Protein Design. Journal of Combinatorial Optimization 2005, 10, 41-60.
- Monnigmann, M.; Floudas, C. A. Protein Loop Structure Prediction with Flexible Stem Geometries. Proteins 2005, 61, 748-762.
- Floudas, C. A. Research Challenges, Opportunities and Synergism in Systems Engineering and Computational Biology. AIChE Journal 2005, 51 (7), 1872-1884.
- Morikis, D.; Floudas, C. A.; Lambris, J. D. Structure-based integrative computational and experimental approach for the optimization of drug design. Lecture Notes in Computer Science 2005, 3515, 680-688.
2006- Meyer, C.; Floudas, C. A. Global Optimization of a Combinatorially Complex Generalized Pooling Problem. AIChE Journal 2006, 52 (3), 1027-1037.
- Janak, S. L.; Taylor, M.; Floudas, C. A.; Burka, M.; Mountziaris, T. J. A Novel and Effective Integer Optimization Approach for the NSF Panel Assignment Problem: A Mutli-Resource and Preference-Constrained Generalized Assignment Problem. Industrial & Engineering Chemistry Research 2006, 45 (1), 258-265.
- Janak, S. L.; Floudas, C. A.; Kallrath, J.; Vormbrock, N. Production Scheduling of a Large-Scale Industrial Batch Plant. I. Short-Term and Medium-Term Scheduling. Industrial & Engineering Chemistry Research 2006, 45 (25), 8234-8252.
- Janak, S. L.; Floudas, C. A.; Kallrath, J.; Vormbrock, N. Production Scheduling of a Large-Scale Industrial Batch Plant. II. Reactive Scheduling. Industrial & Engineering Chemistry Research 2006, 45 (25), 8253-8269.
- McAllister, S. R.; Mickus, B. E.; Klepeis, J. L.; Floudas, C. A. A Novel Approach for Alpha-Helical Topology Prediction in Globular Proteins: Generation of Interhelical Restraints. Proteins 2006, 65, 930-952.
- Shaik, M. A.; Janak, S. L.; Floudas, C. A. Continuous-Time Models for Short-Term Scheduling of Multipurpose Batch Plants: A Comparative Study. Industrial & Engineering Chemistry Research 2006, 45 (18), 6190-6209.
- Rajgaria, R.; McAllister, S. R.; Floudas, C. A. A Novel High Resolution Cα-Cα Distance Dependent Force Field Based on a High Quality Decoy Set. Proteins 2006, 65 (3), 726-741.
- Gounaris, C. E.; Floudas, C. A.; Wei, J. Rational Design of Shape Selective Separation and Catalysis: I. Concepts and Analysis. Chemical Engineering Science 2006, 61 (24), 7933-7948.
- Gounaris, C. E.; Wei, J.; Floudas, C. A. Rational Design of Shape Selective Separation and Catalysis: II. Mathematical Model and Computational Studies. Chemical Engineering Science 2006, 61 (24), 7949-7962.
2007- Floudas, C. A.; Kreinovich, V. On the Functional Form of Convex Underestimators for Twice Continuously Differentiable Functions. Optimization Letters 2007, 1 (2), 187-192.
- Janak, S. L.; Lin, X.; Floudas, C. A. A New Robust Optimization Approach for Scheduling under Uncertainty: II. Uncertainty with Known Probability Distribution. Computers and Chemical Engineering 2007, 31, 171-195.
- McAllister, S. R.; Rajgaria, R.; Floudas, C. A. Global Pairwise Sequence Alignment Through Mixed-Integer Linear Programming: A Template-Free Approach. Optimization Methods and Software 2007, 22 (1), 127-144.
- Fung, H. K.; Taylor, M. S.; Floudas, C. A. Novel Formulations for the Sequence Selection Problem in de Novo Protein Design with Flexible Templates. Optimization Methods and Software 2007, 22 (1), 51-71.
- DiMaggio, P. A.; Floudas, C. A. A mixed-integer optimization framework for de novo peptide identification. AIChE Journal 2007, 53 (1), 160-173.
- Shaik, M. A.; Floudas, C. A. An Improved Unit-Specific-Event based Continuous-Time Model for Short-Term Scheduling of Continuous Processes: Rigorous Treatment of Storage Requirements. Industrial & Engineering Chemistry Research 2007, 46, 1764-1779.
- Floudas, C. A.; Stein, O. The Adaptive Convexification Algorithm: A Feasible Point Method for Semi-Infinite Programming. SIAM Journal of Optimization 2007, 18 (4), 1187-1208.
- Tan, M. P.; Broach, J. R.; Floudas, C. A. A Novel Clustering Approach and Prediction of Optimal Number of Clusters: Global Optimum Search with Enhanced Positioning. J. Global Optimization 2007, 39, 323-346.
- Tan, M. P.; Broach, J. R.; Floudas, C. A. Evaluation of Normalization and Pre-Clustering Issues in a Novel Clustering Approach: Global Optimum Search with Enhanced Positioning. Journal of Bioinformatics and Computational Biology 2007, 5 (4), 895-913.
- DiMaggio, P. A.; Floudas, C. A. De Novo Peptide Identification via Tandem Mass Spectrometry and Integer Linear Optimization. Analytical Chemistry 2007, 79, 1433-1466.
- Floudas, C. A. Computational Methods in Protein Structure Prediction. Biotechnology and Bioengineering 2007, 97, 207-213.
2008- McAllister, S. R.; Rajgaria, R.; Floudas, C. A. A Path Selection Approach to Global Pairwise Sequence Alignment using Integer Linear Optimization. Optimization 2008, 57, 101-111.
- Janak, S. L.; Floudas, C. A. Improving Unit-Specific Event Based Continuous-Time Approaches for Batch Processes: Integrality Gap and Task Splitting. Computers and Chemical Engineering 2008, 32 (4-5), 913-955.
- Li, H.-L.; Tsai, J.-F.; Floudas, C. A. Convex Underestimation for Posynomial Functions of Positive Variables. Optimization Letters 2008, 2 (3), 333-340.
- Shaik, M. A.; Floudas, C. A. Unit-Specific-Event based Continuous-Time Approach for Short-Term Scheduling of Batch Plants using RTN Framework. Computers and Chemical Engineering 2008, 32, 260-274.
- Rajgaria, R.; McAllister, S. R.; Floudas, C. A. Distance Dependent Centroid to Centroid Force Fields using High Resolution Decoys. Proteins 2008, 70, 950-970.
- Gounaris, C. E.; Floudas, C. A. Tight Convex Underestimators for C2-Continuous Problems: I. Univariate Functions. J. Global Optimization 2008, 42, 51-67.
- Gounaris, C. E.; Floudas, C. A. Tight Convex Underestimators for C2-Continuous Problems: II. Multivariate Functions. J. Global Optimization 2008, 42, 69-89.
- Fung, H. K.; Welsh, W. J.; Floudas, C. A. Computational De Novo Peptide and Protein Design: Rigid Templates versus Flexible Templates. Industrial & Engineering Chemistry Research 2008, 47, 993-1001.
- Fung, H. K.; Floudas, C. A; Taylor, M. S.; Zhang, L.; Morikis, D. Towards Full Sequence De Novo Protein Design with Flexible Templates for Human Beta-Defensin-2. Biophysical J. 2008, 94, 584-599.
- Gounaris, C. E.; Floudas, C. A. Convexity of Products of Univariate Functions and Convexification Transformations for Geometric Programming. J. Opt. Theory and App. 2008, 138 (1), 407-427.
- DiMaggio, P. A.; McAllister, S. R.; Floudas, C. A.; Feng, X. J.; Rabinowitz, J. D.; Rabitz, H. A. Biclustering via Optimal Re-ordering of Data Matrices in Systems Biology: Rigorous Methods and Comparative Studies. BMC Bioinformatics 2008, 9, 458.
- McAllister, S. R.; DiMaggio, P. A; Floudas, C. A.; Feng, X. J.; Rabinowitz, J. D.; Rabitz, H. A. Descriptor-Free Molecular Discovery in Large Libraries by Adaptive Substituent Reordering. Bioorganic and Medicinal Chemistry Letters 2008, 18 (22), 5967-5970.
- Yoon, S. G.; Park, S. B.; Park, S.; Lee, J.; Verderame, P. M.; Floudas, C. A. Synergy in Mergers of Petrochemical Companies within a Complex Considering Purchasing and Selling Advantage with Process Integration. Industrial & Engineering Chemistry Research 2008, 47 (15), 5556-5567.
- Taylor, M. S.; Fung, H. K.; Rajgaria, R.; Filizola, M.; Weinstein, H.; Floudas, C. A. Mutations Affecting the Oligomerization Interface of G-Protein Coupled Receptors Revealed by a Novel De Novo Protein Design Framework. Biophysical J. 2008, 94, 2470-2481.
- DiMaggio, P. A.; Floudas, C. A.; Lu, B.; Yates, J. R. A Hybrid Method for Peptide Identification using Integer Linear Optimization, Local Database Search, and QTOF or OrbiTrap Tandem Mass Spectrometry. J. Proteome Res. 2008, 7, 1584-1593.
- DiMaggio, P. A.; McAllister, S. R.; Floudas, C. A.; Feng, X. J.; Rabinowitz, J. D.; Rabitz, H. A. Optimal Methods for Re-ordering Data Matrices in Systems Biology and Drug Discovery Applications. Biophysical Reviews and Letters 2008, 3, 19-42.
- Tan, M. P.; Smith, E. R.; Broach, J. R.; Floudas, C. A. Microarray Data Mining: A Novel Optimization-Based Approach to Uncover Biologically Coherent Structures. BMC Bioinformatics 2008, 9, 268-283.
- Verderame, P. M.; Floudas, C. A. Integrated Operational Planning and Medium-Term Scheduling of a Large-Scale Industrial Batch Plants. Industrial & Engineering Chemistry Research 2008, 47, 4845-4860.
- McAllister, S. R.; Floudas, C. A. Alpha-Helical Topology Prediction and Generation of Distance Restraints in Membrane Proteins. Biophysical Journal 2008, 95 (11), 5281-5295.
2009- Shaik, M. A.; Floudas, C. A.; Kallrath, J.; Pitz, H. J. Production Scheduling of a Large-Scale Industrial Continuous Plant: Short-Term and Medium-Term Scheduling. Computers and Chemical Engineering 2009, 33 (3), 670-686.
- McAllister, S. R.; DiMaggio, P. A.; Floudas, C. A. Mathematical Modeling and Efficient Optimization Methods for the Distance-Dependent Rearrangement Clustering Problem. J. of Global Optimization 2009, 45, 111-129.
- McAllister, S. R.; Floudas, C. A. Enhanced Bounding Techniques to Reduce the Protein Conformational Search Space. Optimization Methods and Software 2009, 24 (4-5), 837-855.
- Verderame, P. M.; Floudas, C. A. Operational Planing Framework for Multisite Production and Distribution Networks. Computers & Chemical Engineering 2009, 33 (5), 1036-1050.
- Floudas, C. A.; Gounaris, C. E. A Review of Recent Advances In Global Optimization. J. of Global Optimization 2009, 45, 3-38.
- Rajgaria, R.; McAllister, S. R.; Floudas, C. A. Towards Accurate Residue-Residue Contact Prediction for Alpha Helical Proteins via Integer Linear Optimization. Proteins 2009, 74 (4), 929-947.
- Shaik, M. A.; Floudas, C. A. Novel Unified Modeling Approach for Short-term Scheduling. Industrial & Engineering Chemistry Research 2009, 48, 2947-2964.
- Misener, R.; Gounaris, C. E.; Floudas, C. A. Global Optimization of Gas Lifting Operations: A Comparative Study of Piecewise Linear Formulations. Industrial & Engineering Chemistry Research 2009, 48 (13), 6098-6104.
- Yoon, S. G.; Park, S.; Lee, J.; Floudas, C. A.; Verderame, P. Selecting the optimal target company based on synergy calculation for the vertical merger in a petrochemical complex. Industrial & Engineering Chemistry Research 2009, 48 (3), 1511-1521.
- Gounaris, C. E.; Misener, R.; Floudas, C. A. Computational comparison of piecewise-linear relaxations for pooling problems. Industrial & Engineering Chemistry Research 2009, 48 (12), 5742-5766.
- Verderame, P. M.; Floudas, C. A. Operational planning of large scale industrial batch plants under demand due date and amount uncertainty: I. Robust optimization framework. Industrial & Engineering Chemistry Research 2009, 48 (15), 7214-7231.
- Ranjan, R.; Thust, S.; Gounaris, C. E.; Woo, M.; Floudas, C. A.; Keitz, M. V.; Valentas, K. J.; Wei, J.; Tsapatsis, M. Adsorption of fermentation inhibitors from lignocellulosic biomass hydrolyzates for improved ethanol yield and value-added product recovery. Microporous Mesoporous Materials 2009, 122 (1-3), 143-148.
- Young, N. L.; DiMaggio, P. A.; Plazas-Mayorca, M. D.; Baliban, R. C.; Floudas, C. A.; Garcia, B. A. High-throughput characterization of combinatorial histone codes. Molecular & Cellular Proteomics 2009, 8 (10), 2266-2284.
- Wei, J.; Floudas, C. A.; Gounaris, C. E. Search engines for shape selectivity. Catalysis Letters 2009, 133 (1-2), 234-241.
- DiMaggio, P. A.; Young, N. L.; Baliban, R. C.; Garcia, B. A.; Floudas, C. A. A mixed integer linear optimization framework for the identification and quantification of targeted post-translational modifications of highly modified proteins using multiplexed electron transfer dissociation tandem mass spectrometry. Molecular & Cellular Proteomics 2009, 8 (11), 2527-2543.
- Misener, R.; Floudas, C. A. Advances for the pooling problem: Modeling, global optimization and computational studies. Appl. Comput. Math. 2009, 8, 3-22.
- Subramani, A.; DiMaggio, P. A.; Floudas, C. A. Selecting high quality protein structures from diverse conformational ensembles. Biophysical J. 2009, 97, 1728-1736.
- Sun, J.; Abdeljabbar, D. M.; Clarke, N.; Bellows, M. L.; Floudas, C. A.; Link, A. J. Reconstitution and Engineering of Apoptotic Protein Interactions on the Bacterial Cell Surface. J. Molecular Biology 2009, 394, 297-305.
- Yoon, S. G.; Park, S.; Lee, J.; Verderame, P.; Floudas, C. A. Evaluation of synergy effect in the horizontal merger of companies in a petrochemical complex. Industrial & Engineering Chemistry Research 2009, 48 (24), 11017-11033.
2010- Birgin, E. G.; Floudas, C. A.; Martinez, J. M. Global Minimization using an Augmented Lagrangian Method with Variable Lower-Level Constraints. Mathematical Programming, Ser. A 2010, 125, 139-162.
- DiMaggio, P. A.; McAllister, S. R.; Floudas, C. A.; Feng, X. J.; Rabinowitz, J. D.; Rabitz, H. A. A network flow model for biclustering via optimal re-ordering of data matrices. J. of Global Optimization 2010, 47 (3), 343-354.
- McAllister, S. R.; Floudas, C. A. An Improved Hybrid Global Optimization Method for Protein Tertiary Structure Prediction. Computational Optimization and Applications 2010, 45, 377-413.
- Bellows, M. L.; Fung, H. K.; Taylor, M. S.; Floudas, C. A.; Lopez de Victoria, A.; Morikis, D. New Compstatin Variants Through Two De Novo Protein Design Frameworks. Biophysical Journal 2010, 98 (10), 2337-2346.
- Lu, H.-C.; Li, H.-L.; Gounaris, C. E.; Floudas, C. A. Convex Relaxation for Solving Posynomial Programs. Journal of Global Optimization 2010, 46, 147-154.
- DiMaggio, P. A.; McAllister, S. R.; Floudas, C. A.; Feng, X. J.; Rabinowitz, J. D.; Rabitz, H. A. Enhancing Molecular Discovery Using Descriptor-Free Rearrangement Clustering Techniques for Sparse Data Sets. AIChE J. 2010, 56 (2), 405-418.
- Baliban, R. C.; DiMaggio, P. A.; Young, N. L.; Plazas-Mayorca, M. D.; Garcia, B. A.; Floudas, C. A. A novel approach for untargeted post-translational modification identification using integer linear optimization and tandem mass spectrometry. Molecular and Cellular Proteomics 2010, 9 (5), 764-779.
- Gounaris, C. E.; Wei, J.; Floudas, C. A. Rational design of shape selective separations and catalysis: Lattice relaxation, locally optimal conformations and effective aperture size. AIChE J. 2010, 56 (3), 611-632.
- Rajgaria, R.; Wei, Y.; Floudas, C. A. Contact prediction for beta and alpha-beta proteins using integer linear optimization and its impact on the first principles 3d structure prediction method ASTRO-FOLD. Proteins 2010, 78, 1825-1846.
- Misener, R.; Floudas, C. A. Piecewise-linear approximations of multidimensional functions. Journal of Optimization Theory and its Applications 2010, 145, 120-147.
- Verderame, P. M.; Floudas, C. A. Operational planning of large scale industrial batch plants under demand due date and amount uncertainty: II. Conditional value at risk framework. Industrial & Engineering Chemistry Research 2010, 49 (1), 260-275.
- Misener, R.; Gounaris, C. E.; Floudas, C. A. Mathematical modeling and global optimization of large scale extended pooling problems with the EPA complex emissions contraints. Computers and Chemical Engineering 2010, 34, 1432-1456.
- Li, J.; Susarla, N.; Karimi, I. A.; Shaik, M. A.; Floudas, C. A. An analysis of some unit-specific event-based models for the short term scheduling of non-continuous processes. Industrial & Engineering Chemistry Research 2010, 49, 633-647.
- Bellows, M. L.; Floudas, C. A. Computational methods for de novo protein design and its applications to the human immunodeficiency virus 1, purine nucleoside phosphorylase, ubiquitin specific protease 7 and histone demethylases. Current Drug Targets 2010, 11 (3), 264-278.
- Li, J.; Floudas, C. A. Optimal event point determination for short term scheduling of multipurpose batch plants via unit-specific event-based continuous-time approaches. Industrial & Engineering Chemistry Research 2010, 49, 7446-7469.
- Verderame, P. M.; Floudas, C. A. Integration of operational planning and medium-term scheduling for large-scale industrial batch plants under demand and processing time uncertainty. Industrial & Engineering Chemistry Research 2010, 49, 4948-4965.
- Verderame, P. M.; Elia, J. A.; Li, J.; Floudas, C. A. Planning and scheduling under uncertainty: A review across multiple sectors. Industrial & Engineering Chemistry Research 2010, 49, 3993-4017.
- Misener, R.; Floudas, C. A. Global optimization of large-scale generalized pooling problems: Quadratically constrained MINLP models. Industrial & Engineering Chemistry Research 2010, 49, 5424-5438.
- Young, N. L.; Plazas-Mayorca, M. D.; DiMaggio, P. A.; Flaniken, I. Z.; J., B. A; Mishra, N.; LeRoy, G.; Floudas, C. A.; Garcia, B. A. Collective mass spectrometry approaches reveal broad and combinatorial modification of high mobility group protein A1a. J. American Society for Mass Spectrometry 2010, 21, 960-970.
- Baliban, R. C.; Elia, J. A.; Floudas, C. A. Toward novel hybrid biomass, coal, and natural gas processes for satisfying current transportation fuel demands, 1: Process alternatives, gasification modeling, process simulation, and economic analysis. Industrial & Engineering Chemistry Research 2010, 49, 7343-7370.
- Elia, J. A.; Baliban, R, C.; Floudas, C. A. Toward novel hybrid biomass, coal, and natural gas processes for satisfying current transportation fuel demands, 2: Simultaneous heat and power integration. Industrial & Engineering Chemistry Research 2010, 49, 7371-7388.
- Tamamis, P.; Morikis, D.; Floudas, C. A.; Archontis, G. Species specificity of the complement inhibitor compstatin investigated by all-atom molecular dynamics simulations. Proteins 2010, 78 (12), 2655-2667.
- DiMaggio, P. A.; Subramani, A.; Judson, R. S.; Floudas, C. A. A novel framework for predicting in vivo toxicities from in vitro data using optimal methods for dense and sparse matrix clustering and logistic regression. Toxicological Sciences 2010, 118 (1), 251-265.
- Verderame, P.; Floudas, C. A. Multisite planning under demand and transportation time uncertainty: Robust optimization and conditional value at risk frameworks. Industrial & Engineering Chemistry Research 2010, 50 (9), 4959-4982.
- Bellows, M. L.; Taylor, M. S.; Cole, P. A.; Shen, L.; Siliciano, R. F.; Fung, H. K.; Floudas, C. A. Discovery of entry inhibitors for HIV-1 via a novel de novo protein design framework. Biophysical J. 2010, 99, 3445-3453.
2011- Pan, S. J.; Cheung, W. L.; Fung, H. K.; Floudas, C. A.; Link, A. J. Computational design of the lasso peptide antibiotic microcin J25. Protein Engineering, Design & Selection 2011, 24, 275-282.
- Elia, J. A.; Baliban, R. C.; Xiao, X.; Floudas, C. A. Optimal energy supply network determination and life cycle analysis for hybrid coal, biomass and natural gas to liquid (CBGTL) plants using carbon-based hydrogen production. Computers and Chemical Engineering 2011, 35, 1399-1430.
- Wei, Y.; Floudas, C. A. Enhanced inter-helical residue contact prediction in transmembrane proteins. Chemical Engineering Science 2011, 66, 4356-4369.
- Lopez de Victoria, A.; Gorham Jr., R. D.; Bellows-Peterson, M. L.; Ling, J.; D., Lo D; Floudas, C. A.; Morikis, D. A new generation of potent complement inhibitors of the compstatin family. Chemical Biology and Drug Design 2011, 77, 431-440.
- Misener, R.; Thompson, J. P.; Floudas, C. A. APOGEE: Global Optimization of Standard, Generalized, and Extended Pooling Problems via Linear and Logarithmic Partitioning Schemes. Comput. Chem. Eng. 2011, 35, 876-892.
- Gounaris, C. E.; Rajendran, K.; Kevrekidis, I. G. ,; Floudas, C. A. Generation of Networks with Prescribed Degree-Dependent Clustering. Optim. Lett. 2011, 5, 435-451.
- Baliban, R. C.; Elia, J. A.; Floudas, C. A. Optimization framework for the simultaneous process synthesis, heat and power integration of a thermochemical hybrid biomass, coal, and natural gas facility. Computers and Chemical Engineering 2011, 35, 1647-1690.
- Khoury, G. A.; Baliban, R. C.; Floudas, C. A. Proteome-wide post-translational modification statistics: frequency analysis and curation of the swiss-prot database. Scientific Reports 2011, 1 (90), 1-5.
- First, E. L.; Gounaris, C. E.; Wei, J.; Floudas, C. A. Computational characterization of zeolite porous networks: an automated approach. Physical Chemistry Chemical Physics 2011, 13, 17339-17358.
- Li, Z.; Ding, R.; Floudas, C. A. A Comparative Theoretical and Computational Study on Robust Counterpart Optimization: I. Robust Linear Optimization and Robust Mixed Integer Linear Optimization. Industrial & Engineering Chemistry Research 2011, 50, 10567-10603.
- Torrente, M. P.; Zee, B. M.; Young, N. L.; Baliban, R. C.; LeRoy, G.; Floudas, C. A.; Hake, S. B.; Garcia, B. A. Proteomic Interrogation of Human Chromatin. PLoS ONE 2011, 6 (9), e24747.
- Tamamis, P.; Pierou, P.; Mytidou, C.; Floudas, C. A.; Morikis, D.; Archontis, G. Design of a modified mouse protein with ligand binding properties of its human analog by molecular dynamics simulations: The case of C3 inhibition by compstatin. Proteins: Structure, Function, and Bioinformatics 2011, 79 (11), 3166-3179.
2012- First, E. L.; Gounaris, C. E.; Floudas, C. A. Stereochemically Consistent Reaction Mapping and Identification of Multiple Reaction Mechanisms through Integer Linear Optimization. Journal of Chemical Information and Modeling 2012, 52 (1), 84-92.
- Li, J.; Misener, R.; Floudas, C. A. Continuous-time modeling and global optimization approach for scheduling of crude oil operations. AIChE Journal 2012, 58 (1), 205-226.
- Baliban, R. C.; Elia, J. A.; Floudas, C. A. Simultaneous process synthesis, heat, power, and water integration of thermochemical hybrid biomass, coal, and natural gas facilities. Computers & Chemical Engineering 2012, 37, 297-327.
- Baliban, R. C.; Sakellari, D.; Li, Z.; DiMaggio, P. A.; Garcia, B. A.; Floudas, C. A. Novel protein identification methods for biomarker discovery via a proteomic analysis of periodontally healthy and diseased gingival crevicular fluid samples. Journal of Clinical Periodontology 2012, 39 (3), 203-212.
- Wei, Y.; Thompson, J.; Floudas, C. A. CONCORD: a consensus method for protein secondary structure prediction via mixed integer linear optimization. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Science 2012, 468 (2139), 831-850.
- Subramani, A.; Floudas, C. A. β-sheet Topology Prediction with High Precision and Recall for β and Mixed α/β Proteins. PLoS ONE 2012, 7 (3), e32461.
- Floudas, C. A.; Elia, J. A.; Baliban, R. C. Hybrid and single feedstock energy processes for liquid transportation fuels: A critical review. Computers & Chemical Engineering 2012, 41 (6), 24-51.
- Tang, Q.; Li, J.; Floudas, C. A.; Deng, M.; Yan, Y.; Xi, Z.; Chen, P.; Kong, J. Optimization framework for process scheduling of operation-dependent automobile assembly lines. Optimization Letters 2012, 6 (4), 797-824.
- Tamamis, P.; López de Victoria, A.; Gorham, R. D.; Bellows-Peterson, M. L.; Pierou, P.; Floudas, C. A.; Morikis, D.; Archontis, G. Molecular Dynamics in Drug Design: New Generations of Compstatin Analogs. Chemical Biology & Drug Design 2012, 79 (5), 703-718.
- Subramani, A.; Wei, Y.; Floudas, C. A. ASTRO-FOLD 2.0: An enhanced framework for protein structure prediction. AIChE Journal 2012, 58 (5), 1619-1637.
- Li, J.; Verderame, P. M.; Floudas, C. A. Operational Planning of Large-Scale Continuous Processes: Deterministic Planning Model and Robust Optimization for Demand Amount and Due Date Uncertainty. Industrial & Engineering Chemistry Research 2012, 51 (11), 4347-4362.
- Bellows-Peterson, M. L.; Fung, Ho Ki; Floudas, C. A.; Kieslich, C. A.; Zhang, Li; Morikis, D.; Wareham, K. J.; Monk, P. N.; Hawksworth, O. A.; Woodruff, T. M. De Novo Peptide Design with C3a Receptor Agonist and Antagonist Activities: Theoretical Predictions and Experimental Validation. Journal of Medicinal Chemistry 2012, 55 (9), 4159-4168.
- Li, Z.; Tang, Q.; Floudas, C. A. A Comparative Theoretical and Computational Study on Robust Counterpart Optimization: II. Probabilistic Guarantees on Constraint Satisfaction. Industrial & Engineering Chemistry Research 2012, 51 (19), 6769-6788.
- Elia, J. A.; Baliban, R. C.; Floudas, C. A. Nationwide energy supply chain analysis for hybrid feedstock processes with significant CO2 emissions reduction. AIChE Journal 2012, 58 (7), 2142-2154.
- Baliban, R. C; Elia, J. A; Misener, R.; Floudas, C. A Global optimization of a MINLP process synthesis model for thermochemical based conversion of hybrid coal, biomass, and natural gas to liquid fuels. Computers & Chemical Engineering 2012, 42, 64-86.
- Li, J.; Xiao, X.; Tang, Q.; Floudas, C. A. Production Scheduling of a Large-Scale Steelmaking Continuous Casting Process via Unit-Specific Event-Based Continuous-Time Models: Short-Term and Medium-Term Scheduling. Industrial & Engineering Chemistry Research 2012, 51 (21), 7300-7319.
- Subramani, A.; Floudas, C. A. Structure Prediction of Loops with Fixed and Flexible Stems. The Journal of Physical Chemistry B 2012, 116 (23), 6670-6682.
- Skjäl, A.; Westerlund, T.; Misener, R.; Floudas, C. A. A Generalization of the Classical αBB Convex Underestimation via Diagonal and Nondiagonal Quadratic Terms. Journal of Optimization Theory and Applications 2012, 154 (2), 462-490.
- Li, J.; Misener, R.; Floudas, C. A. Scheduling of crude oil operations under demand uncertainty: A robust optimization framework coupled with global optimization. AIChE Journal 2012, 58 (8), 2373-2396.
- Baliban, R. C.; DiMaggio, P. A.; Plazas-Mayorca, M. D.; Garcia, B. A.; Floudas, C. A. PILOT_PROTEIN: Identification of Unmodified and Modified Proteins via High-Resolution Mass Spectrometry and Mixed-Integer Linear Optimization. Journal of Proteome Research 2012, 11 (9), 4615-4629.
- Misener, R.; Floudas, C. A. Global optimization of mixed-integer models with quadratic and signomial functions: a review. Applied and Computational Mathematics 2012, 11, 317-336.
- Baliban, R. C.; Elia, J. A.; Weekman, V.; Floudas, C. A. Process synthesis of hybrid coal, biomass, and natural gas to liquids via Fischer–Tropsch synthesis, ZSM-5 catalytic conversion, methanol synthesis, methanol-to-gasoline, and methanol-to-olefins/distillate technologies. Computers & Chemical Engineering 2012, 47 (12), 29-56.
- Misener, R.; Floudas, C. A. Global optimization of mixed-integer quadratically-constrained quadratic programs (MIQCQP) through piecewise-linear and edge-concave relaxations. Mathematical Programming 2012, 136, 155-182.
- Hasan, M. M. F.; Baliban, R. C.; Elia, J. A.; Floudas, C. A. Modeling, Simulation, and Optimization of Postcombustion CO2 Capture for Variable Feed Concentration and Flow Rate. 1. Chemical Absorption and Membrane Processes. Industrial & Engineering Chemistry Research 2012, 51 (48), 15642-15664.
- Hasan, M. M. F.; Baliban, R. C.; Elia, J. A.; Floudas, C. A. Modeling, Simulation, and Optimization of Postcombustion CO2 Capture for Variable Feed Concentration and Flow Rate. 2. Pressure Swing Adsorption and Vacuum Swing Adsorption Processes. Industrial & Engineering Chemistry Research 2012, 51 (48), 15665-15682.
2013- First, E. L.; Floudas, C. A. MOFomics: Computational pore characterization of metal–organic frameworks. Microporous and Mesoporous Materials 2013, 165, 32-39.
- Baliban, R. C.; Elia, J. A.; Floudas, C. A. Biomass to liquid transportation fuels (BTL) systems: process synthesis and global optimization framework. Energy Environ. Sci. 2013, 6 (1), 267-287.
- Baliban, R. C.; Sakellari, D.; Li, Z.; Guzman, Y. A.; Garcia, B. A.; Floudas, C. A. Discovery of biomarker combinations that predict periodontal health or disease with high accuracy from GCF samples based on high-throughput proteomic analysis and mixed-integer linear optimization. Journal of Clinical Periodontology 2013, 40 (2), 131-139.
- Baliban, R. C.; Elia, J. A.; Floudas, C. A. Novel Natural Gas to Liquids Processes: Process Synthesis and Global Optimization Strategies. AIChE Journal 2013, 59 (2), 505-531.
- Baliban, R. C.; Elia, J. A.; Floudas, C. A. Biomass and Natural Gas to Liquid Transportation Fuels: Process Synthesis, Global Optimization, and Topology Analysis. Industrial & Engineering Chemistry Research 2013, 52 (9), 3381-3406.
- First, E. L.; Gounaris, C. E.; Floudas, C. A. Predictive Framework for Shape-Selective Separations in Three-Dimensional Zeolites and Metal–Organic Frameworks. Langmuir 2013, 29 (18), 5599-5608.
Chapters in Books
- Visweswaran, V.; Floudas, C. A. Global Optimization of Problems with Polynomial Functions In One Variable. In Recent Advances In Global Optimization; Floudas, C. A., Pardalos, P. M., Eds.; Princeton Series in Computer Science; Princeton University Press: Princeton, NJ, 1992; pp 165-200.
- Maranas, C. D.; Floudas, C. A. A Global Optimization Method for Weber’s Problem with Attraction and Repulsion. In Large Scale Optimization: State of the Art; Hager, W. W., Hearn, D. W., Pardalos, P. M, Eds.; Kluwer Academic Publishers: Dordrecht, The Netherlands, 1993; pp 259-293.
- Floudas, C. A.; Visweswaran, V. Quadratic Optimization. In Handbook of Global Optimization; Horst, R., Pardalos, P. M., Eds.; Kluwer Academic Publishers, 1994; pp 217-270.
- Maranas, C. D.; Androulakis, I. P.; Floudas, C. A. A Deterministic Global Optimization Approach for the Protein Folding Problem. In Global Minimization of Nonconvex Energy Functions: Molecular Conformation and Protein Folding; Pardalos, P. M., Shalloway, D., Xue, G., Eds.; DIMACS Series in Discrete Mathematics and Theoretical Computer Science, Vol. 23; American Mathematical Society, 1995; pp 133-150.
- Visweswaran, V.; Floudas, C. A. New Formulations and Branching Strategies for the GOP Algorithm. In Global Optimization in Chemical Engineering; Grossmann, I. E., Ed.; Kluwer Academic Publishers, 1996; Chapter 3, pp 75-100.
- Visweswaran, V.; Floudas, C. A. Computational Results for an Efficient Implementation of the GOP Algorithm and its Variants. In Global Optimization in Chemical Engineering; Grossman, I. E., Ed.; Kluwer Academic Publishers, 1996; Chapter 4, pp 111-153.
- Androulakis, I. P.; Visweswaran, V.; Floudas, C. A. Distributed Decomposition based Approaches in Global Optimization. In State of the Art in Global Optimization : Computational Methods and Applications; Floudas, C. A., Pardalos, P. M., Eds.; Book Series on Nonconvex Optimization and Its Applications; Kluwer Academic Publishers, 1996.
- Visweswaran, V.; Floudas, C. A.; Ierapetritou, M. G.; Pistikopoulos, E. N. A Decomposition based Global Optimization Approach for Solving Bilevel Linear and Nonlinear Quadratic Programs. In State of the Art in Global Optimization: Computational Methods and Applications; Floudas, C. A., Pardalos, P. M., Eds.; Book Series on Nonconvex Optimization and Its Applications; Kluwer Academic Publishers, 1996.
- Floudas, C. A. Deterministic Global Optimization in Design, Control, and Computational Chemistry. In Large-Scale Optimization with Applications; Biegler, L. T., Conn, A. R., Coleman, T. F., Santosa, F. N., Eds.; The IMA Volumes in Mathematics and its Applications, Vol. 93, Part II: Optimal Design and Control; Springer-Verlag: New York, 1997; pp 129-184.
- Schweiger, C. A.; Floudas, C. A. Interaction of Design and Control: Optimization with Dynamic Models. In Optimal Control: Theory, Algorithms, and Applications; Hager, W. W., Pardalos, P. M., Eds.; Kluwer Academic Publishers, 1997; pp 388-435.
- Floudas, C. A.; Zlobec, S. Optimality and Duality in Parametric Convex Lexicographic Programming. In Multilevel Optimization: Algorithms and Applications; Migdalas, A., Pardalos, P. M., Varbrand, P., Eds.; Kluwer Academic Publishers, 1998; pp 359-379.
- Androulakis, I. P.; Floudas, C. A. Distributed Branch and Bound Algorithms for Global Optimization. In Parallel Processing of Discrete Problems; Pardalos, P. M., Ed.; IMA Volumes in Mathematics and its Applications, Vol. 106; Springer-Verlag, 1998; pp 1-36.
- Adjiman, C. S.; Schweiger, C. A.; Floudas, C. A. Mixed-Integer Nonlinear Optimization in Process Synthesis. In Handbook of Combinatorial Optimization; Du, D.-Z., Pardalos, P. M., Eds.; Springer, 1998.
- Adjiman, C. S.; Schweiger, C. A.; Floudas, C. A. Nonlinear and Mixed-Integer Optimization in Chemical Process Network Systems. In Network Design: Connectivity and Facilities Location; Pardalos, P. M., Du, D.-Z., Eds.; DIMACS Series in Discrete Mathematics and Theoretical Computer Science, Vol. 40; American Mathematical Society, 1998; pp 429-452.
- Floudas, C. A.; Klepeis, J. L.; Pardalos, P. M. Global Optimization Approaches in Protein Folding and Peptide Docking. In Mathematical Support for Molecular Biology; Farach-Colton, M., Roberts, F. S., Vingron, M., Waterman, M., Eds.; DIMACS Series in Discrete Mathematics and Theoretical Computer Science, Vol. 47; American Mathematical Society, 1999; pp 141-171.
- Ierapetritou, M. G.; Androulakis, I. P.; Monos, D. S.; Floudas, C. A. Structure Prediction of Binding Sites of MHC Class II Molecules based on the Crystal of HLA-DRB1 and Global Optimization. In Optimization in Computational Chemistry and Molecular Biology; Floudas, C. A., Pardalos, P. M., Eds.; Kluwer Academic Publishers, 2000; pp 157-190.
- Klepeis, J. L.; Floudas, C. A. Methodology for Elucidating the Folding Dynamics of Peptides : Met-Enkephalin Case Study. In Optimization in Computational Chemistry and Molecular Biology; Floudas, C. A., Pardalos, P. M., Eds.; Kluwer Academic Publishers, 2000; pp 19-46.
- Floudas, C. A. Mixed-Integer Nonlinear Optimization. In Handbook of Applied Optimization; Resende, M., Pardalos, P. M., Eds.; Oxford University Press, 2001; p 451.
- Floudas, C. A. Deterministic Global Optimization and Its Applications. In Handbook of Applied Optimization; Resende, M., Pardalos, P. M., Eds.; Oxford University Press, 2001; p 311.
- Klepeis, J. L.; Floudas, C. A. Deterministic Global Optimization for Protein Structure Prediction. In Advances in Convex Analysis and Global Optimization, a Book in Honor of C. Caratheodory; Hadjisavvas, N., Pardalos, P. M., Eds.; 2001; pp 31-74.
- Meyer, C. A.; Floudas, C. A. Convex Hull of Trilinear Monomials with Positive or Negative Domains: Facets of the Convex and Concave Envelopes. In Frontiers in Global Optimization; Floudas, C. A., Pardalos, P. M., Eds.; Kluwer Academic Publishers, 2003; pp 327-352.
- Schweiger, C. A.; Floudas, C. A. The MINOPT Modeling Language. In Modeling Languages; Kallrath, J., Ed.; Kluwer Academic Publishers, 2003.
- McAllister, S. R.; Floudas, C. A. Structure Prediction of Alpha-Helical Proteins. In BIOMAT 2005: International Symposium on Mathematical and Computational Biology; Mondaini, R. P., Dilão, R., Eds.; Springer, 2006; pp 265-288.
- Floudas, C. A.; Fung, H. K. Mathematical Modeling and Optimization Methods for De Novo Protein Design. In Systems Biology; Rigoutsos, I., Stephanopoulos, G., Eds.; Oxford University Press, 2007; pp 42-66.
- McAllister, S. R.; Rajgaria, R.; Floudas, C. A. A Template-based Mixed-Integer Linear Programming Sequence Alignment Model. In Models and Algorithms for Global Optimization; Torn, A., Zilinskas, J., Eds.; Springer-Verlag, 2007; pp 343-360.
- Floudas, C. A.; Kreinovich, V. Towards Optimal techniques for Solving Global Optimization Problems: Symmetry-based Approach. In Models and Algorithms for Global Optimization; Torn, A., Zilinskas, J., Eds.; Springer-Verlag, 2007; pp 21-42.
- Floudas, C. A; Fung, H. K.; Morikis, D.; Taylor, M. S.; Zhang, L. Overcoming the Key Challenges in De Novo Protein Design: Enhancing Computational Efficiency and Incorporating True Backbone Flexibility. In BIOMAT 2006: International Symposium on Mathematical and Computational Biology; Mondaini, R. P., Ed.; Springer, 2007; pp 133-183.
- DiMaggio, P. A.; McAllister, S. R.; Floudas, C. A.; Feng, X. J.; Rabinowitz, J. D.; Rabitz, H. A. Optimal Methods for Re-ordering Matrices in Systems Biology and Drug Discovery Applications. In BIOMAT 2007: International Symposium on Mathematical and Computational Biology; Mondaini, R., Ed.; Springer, 2008; pp 133-183.
- Tan, M. P.; Floudas, C. A. A Novel Clustering Approach: Global Optimum Search with Enhanced Positioning. In Clustering Challenges in Biological Networks; Butenko, S., Chaovalitwongse, W. A., Pardalos, P. M., Eds.; 2009; pp 307-332.
- Floudas, C. A.; Gounaris, C. E. An Overview of Advances in Global Optimization during 2003-2008. In Fields Workshop on Global Optimization; Pardalos, P. M., Coleman, T. F., Eds.; Fields Communications Series, Vol. 55; 2009; pp 105-154.
- Bellows, M. L.; Fung, H. K.; Floudas., C. A. Recent Advances In De Novo Protein Design. In Process Systems Engineering Vol. 6 Molecular Systems Engineering; Adjiman, C. S., Galindo, A., Eds.; Wiley-VCH, 2010; pp 207-232.
Conference Proceedings
- Luyben, M. L.; Floudas, C. A. Interaction between Design and Control in a Reactor Separator Recycle system. Proceedings of Process Systems Engineering, PSE ‘94; 199; pp 893-898.
- Floudas, C. A.; Grossmann, I. E. A New Approach For Evaluating Flexibility In Chemical Process Design. Proceedings of Process Systems Engineering, PSE ‘85, Cambridge, England; 1985; pp 619-631.
- Floudas, C. A.; Grossmann, I. E.; Wood, R. Automatic Synthesis and Optimization of Heat Exchanger Networks. Proceedings of Chemical Engineering Conference, CHEMECA; 1986; Paper 5a.
- Floudas, C. A.; Grossmann, I. E. Synthesis of Flexible Heat Exchanger Networks. Proceedings of Chemical Engineering Fundamentals: The Use of Computers in Chemical Engineering, CEF ‘87; 1987; pp 711-717.
- Paules, G. E. IV; Floudas, C. A. Design of Multiperiod Distillation Sequences. Proceedings of the First International Conference on Foundations of Computer-Aided Process Operati, FOCAPO ‘87; Reklaitis, G. V., Spriggs, H. D., Eds.; Elsevier Science Ltd, 1987; pp 647-653.
- Georgiou, A.; Floudas, C. A. Determination of Generic Rank of Structural Matrices. Proceedings of the 22nd Conference on Information Sciences and Systems, Princeton University; 1988; pp 585-590.
- Ciric, A. R.; Floudas, C. A. Optimization Model for Retrofitting Heat Exchanger Networks. I.Ch.E. Symposium Series No. 109; 1988; pp 61-75.
- Floudas, C. A. Multicomponent Multi-feed Multi-product Synthesis of Distillation Sequences. I.Ch.E. Symposium Series No. 109; 1988; pp 137-159.
- Floudas, C. A.; Ciric, A. R. Global Optimum Issues on Heat Exchanger Network Synthesis. Proceedings of Process Systems Engineering, PSE ‘88; 1988; pp 104-110.
- Ciric, A. R.; Floudas, C. A. Retrofitting Heat Exchanger Networks: A Two-stage Approach. Design Theory 1988; Newsome, S. L., Spillers, W. R., Finger, S., Eds.; Springer-Verlag, 1989; pp 265-286.
- Floudas, C. A.; Aggarwal, A.; Ciric, A. R. Global Optimum Search In Non-convex Design Problems. Proceedings of the NSF Engineering Design Research Conference, UMASS, Amherst; 1989; pp 435-451.
- Georgiou, A.; Floudas, C. A. Simultaneous Process Synthesis and Control: Minimization of Disturbance Propagation In Heat Recovery Systems. In Foundations of Computer-Aided Process Design, Proceedings of the Third International Conference on Foundations of Computer-Aided Process Design, Snowmass Village, Colorado, July 10-14, 1989; Siirola, J. J., Grossmann, I. E., Stephanopoulos, G., Eds.; Elsevier, 1990; pp 435-450.
- Ciric, A. R.; Floudas, C. A. A MINLP Model For Retrofitting Heat Exchanger Networks. Proceedings of the NSF Design and Manufacturing Systems Conference, Arizona State University; 1990.
- Aggarwal, A.; Floudas, C. A. Optimal Synthesis of Nonsharp Separation Sequences. In Computer Applications in Chemical Engineering, Proceedings of the European Symposium on Computer Applications in Chemical Engineering, ComChem ‘90, The Hague, The Netherlands, May 7-9, 1990; Bussemaker, H. Th., Iedema, P. D., Eds.; Elsevier: Amsterdam, 1990; pp 243-248.
- Psarris, P.; Floudas, C. A. A General Framework for the Enhancement of Dynamic Operability in MIMO Systems with Time Delays. Proceedings of the 23rd Conference on Information Sciences and Systems, Princeton University; 1990.
- Visweswaran, V.; Floudas, C. A. A Global Optimization Algorithm (GOP) For Certain Classes of Nonconvex NLPs - III. New Properties For Improved Computational Performance. Proceedings of Process Systems Engineering, PSE ‘91; 1991; pp I.6.1-I.6.17.
- Psarris, P.; Floudas, C. A. Interaction of Process Design and Control: Dynamic Operability in Multivariable Time Delay Systems. Proceedings of Process Systems Engineering, PSE ‘91; 1991; pp II.8.1-II.8.17.
- Luyben, M. L.; Floudas, C. A. A Multi-objective Optimization Approach for the Interaction of Design and Control. Proceedings of the IFAC Meeting on Design and Control; 1992; pp 101-107.
- Papalexandri, K. P.; Pistikopoulos, E. N.; Floudas, C. A. Synthesis of Mass Exchanger Networks for Waste Minimization: An MINLP Approach. Proceedings of ESCAPE-4; 1994; pp 351-358.
- McDonald, C. M.; Floudas, C. A. Global Optimization for the phase equilibrium problem using the NRTL equation. Proceedings of ESCAPE-4; 1994; pp 273-280.
- Luyben, M. L.; Floudas, C. A. Interaction between Design and Control in Heat-Integrated Distillation Synthesis. Proceedings of IFAC, IPDC ‘94; 1994; pp 76-82.
- Barmish, B. R.; Floudas, C. A.; Hollot, C. V.; Tempo, R. A Global Linear Programming Solution to Some Open Robustness Problems Including Matrix Polytope Stability. Proceedings of the ACC ‘95 Conference; 1995.
- Floudas, C. A.; Grossmann, I. E. Algorithmic approaches to process synthesis: Logic and global optimization. Proceedings of the Fourth International Conference on Foundations of Computer-Aided Process Design, Snowmass, Colorado, July 10-14, 1994; 1995; pp 198-221.
- Floudas, C. A. Global Optimization In Design and Control of Chemical Process Systems. Proceedings of DYCOPS-5 on Dynamics and Control of Process Systems; 1998; pp 167-178.
- Schweiger, C. A.; Floudas, C. A. Process Synthesis, Design and Control: A Mixed Integer Optimal Control Framework. Proceedings of DYCOPS-5 on Dynamics and Control of Process Systems; 1998; pp 189-194.
- Floudas, C. A.; Pardalos, P. M. Recent Developments in Global Optimization and Their Relevance to Process Design. Proceedings of Foundations of Computer Aided Process Design, FOCAPD ‘99; Malone, M. F., Trainham, J. A., Eds.; 1999.
- Esposito, W. R.; Floudas, C. A. Global Optimization of Nonconvex Problems with Differential-Algebraic Constraints. Proceedings of the European Symposium on Computer Aided Process Engineering, ESCAPE-10; Pierucci, S., Ed.; Elsevier, 2000; pp 73-78.
- Lin, X.; Floudas, C. A. Design, Synthesis and Scheduling of Multipurpose Batch Plants via an Effective Continuous-time Formulation. Proceedings of the European Symposium on Computer Aided Process Engineering, ESCAPE-10; Pierucci, S., Ed.; Elsevier, 2000; pp 1159-1164.
- Gümüş, Z. H.; Floudas, C. A. Nonlinear Bilevel Programming: A Deterministic Global Optimization Framework. Proceedings of the European Symposium on Computer Aided Process Engineering, ESCAPE-11; Elsevier, 2001.
- Klepeis, J. L.; Floudas, C. A. ASTRO-FOLD: Ab Initio Secondary and Tertiary Structure Prediction in Protein Folding. Proceedings of the European Symposium on Computer Aided Process Engineering, ESCAPE-12; Elsevier, 2002.
- Schafroth, H. D.; Monos, D.; Constantinescou, A.; Floudas, C. A. Predicting Peptide Binding to HLA Class II Molecules via Atomistic Level Modeling, Solvation Methods, and Deterministic Global Optimization. In HLA 2002: Immunobiology of the Human MHC, Proceedings of the 13th International Histocompatibility Workshop and Conference, Seattle, WA, May 12-22, 2002; Hansen, J. A., Ed.; IHWC Press, 2002.
- Floudas, C. A. Systems Approaches in Bioinformatics and Computational Genomics. In Information and Communications: Challenges for the Chemical Sciences in the 21st Century, Proceedings of the Workshop on Information and Communications, Washington, D.C., Oct 31-Nov 2, 2002; National Research Council, National Academies Press: Washington, D.C., 2003; pp 116-125.
- Lin, X.; Chajakis, E. D.; Floudas, C. A. Continuous-Time Scheduling of Tanker Lightering in Crude Oil Supply Chain. Proceedings of Process Systems Engineering, PSE ‘03; 2004; pp 547-553.
- Floudas, C. A.; Klepeis, J. L.; Lambris, J. D.; Morikis, D. De novo protein design: An interplay of global optimization, mixed-integer optimization, and experiments. Proceedings of FOCAPD ‘2004; Floudas, C. A., Agrawal, A., Eds.; 2004; pp 133-146.
- Floudas, C. A.; Akrotirianakis, I. G.; Caratzoulas, S.; Meyer, C. A.; Kallrath, J. Global Optimization in the 21st Century. Proceedings of the European Symposium on Computer-Aided Process Engineering, ESCAPE-14; Barbosa-Povoa, A., Matos, A., Eds.; Elsevier B.V., 2004; pp 23-51.
- McAllister, S. R.; Floudas, C. A. Alpha Helical Topology and Tertiary Structure Prediction in Globular Proteins. Proceedings of the 46th IEEE Conference on Decision and Control; 2007; pp 4551-4556.
- Tan, M. P.; Broach, J. R.; Floudas, C. A. A Novel Clustering Approach: Global Optimum Search with Enhanced Positioning. Proceedings of the 17th European Symposium on Computer Aided Process Engineering - ESCAPE17; Pleşu, V., Agachi, P. S., Eds.; Elsevier B.V., 2007;, Computer Aided Chemical Engineering pp 983-988.
- Misener, R.; Gounaris, C. E.; Floudas, C. A. Advances in global optimization for standard, generalized, and extended pooling problems with the EPA complex emissions model constraints. In Design for Energy and the Environment, Proceedings of FOCAPD ‘09; Halwagi, M. M., Linninger, A. A., Eds.; 2009; pp 1053-1071.
- Baliban, R. C.; Elia, J. A.; Floudas, C. A. Towards novel hybrid biomass and coal processes for satisfying transportation fuel demands. Proceedings of the 2nd Annual Gas Processing Symposium, 2010; Eljack, F. T., Reklaitis, G. V., El-Halwagi, M. M., Eds.; Elsevier, 2010.
- Misener, R.; Gounaris, C. E.; Floudas, C. A. Global optimization and parametric analysis of large-scale extended pooling problems. Proceedings of the 20th European Symposium on Computer Aided Process Engineering - ESCAPE20; Pierucci, S., Buzzi Ferraris, G., Eds.; Elsevier B.V., 2010.
Patents
- Rabitz, H. A.; Floudas, C. A.; Yetter, R. A. Adaptive Feedback Control Flow Reactor. U.S. Patent 6,153,149. Nov 28, 2000.
- Klepeis, J. L.; Floudas, C. A. Methods of Ab Initio Prediction of Alpha Helices, Beta Sheets, and Polypeptide Tertiary Structures. U.S. Patent 6,832,162. Dec 14, 2004.
- Lambris, J. D.; Morikis, D.; Floudas, C. A. Compstatin Analogs Identified by Computer Modeling and Optimization. U.S. Pat. Appl. Sept 2002. (University of Pennsylvania, Princeton University, UC Riverside)
- Klepeis, J. L.; Floudas, C. A. In Silico Protein Discovery. U.S. Pat. Appl. May 2003. (Princeton University)
- Janak, S.; Taylor, M. S.; Floudas, C. A.; Burka, M.; Mountziaris, T. A Novel and Effective Integer Optimization Approach for the NSF Panel Assignment Problem: A Mutli-Resource and Preference-Constrained Generalized Assignment Problem. U.S. Pat. Appl. Sept 2005.
- Gounaris, C. E.; Floudas, C.A.; Wei, J. Rational Design of Shape Selective Separation and Catalysis. U.S. Pat. Appl. Dec 2006.
Doctoral Theses
- Paules, G. E. IV Synthesis and Analysis of Flexible and Complex Heat-Integrated Distillation Sequences. Ph.D. Thesis, Princeton University, Princeton, NJ, June 1990.
- Ciric, A. R. Global Optimum and Retrofit Issues in Heat Exchanger Network and Utility System Synthesis. Ph.D. Thesis, Princeton University, Princeton, NJ, June 1990.
- Aggarwal, A. Synthesis and Analysis of General Distillation Sequences. Ph.D. Thesis, Princeton University, Princeton, NJ, October 1990.
- Kokossis, A. C. Synthesis and Optimization of Reactor Networks and Reactor-Separator-Recycle Systems. Ph.D. Thesis, Princeton University, Princeton, NJ, May 1992.
- Psarris, P. The Impact of Process Design and Model Uncertainty in the Dynamic Performance of Multivariable Time Delay Systems. Ph.D. Thesis, Princeton University, Princeton, NJ, October 1992.
- Luyben, M. L. Analyzing the Interaction Between Process Design and Process Control. Ph.D. Thesis, Princeton University, Princeton, NJ, June 1993.
- Visweswaran, V. Global Optimization of Nonconvex Nonlinear Problems. Ph.D. Thesis, Princeton University, Princeton, NJ, May 1995.
- McDonald, C. M. Global Optimization for the Phase and Chemical Equilibrium Problem. Ph.D. Thesis, Princeton University, Princeton, NJ, May 1995.
- Maranas, C. D. Global Optimization in Computational Chemistry and Process Systems Engineering. Ph.D. Thesis, Princeton University, Princeton, NJ, May 1995.
- Adjiman, C. S. J. Global Optimization Techniques for Process Systems Engineering. Ph.D. Thesis, Princeton University, Princeton, NJ, June 1998.
- Schweiger, C. A. Process Synthesis, Design, and Control: Optimization with Dynamic Models and Discrete Decisions. Ph.D. Thesis, Princeton University, Princeton, NJ, June 1999.
- Harding, S. T. Analysis and Design of Nonideal Distillation Processes. Ph.D. Thesis, Princeton University, Princeton, NJ, December 2000.
- Esposito, W. R. Jr. Global Optimization in the Estimation, Control, and Synthesis of Chemical Processes. Ph.D. Thesis, Princeton University, Princeton, NJ, April 2001.
- Klepeis, J. L. Global Optimization in Protein Folding. Ph.D. Thesis, Princeton University, Princeton, NJ, April 2002.
- Schafroth, H. D. Prediction of Peptide Binding to MHC Molecules via Molecular Modeling and Global Optimization. Ph.D. Thesis, Princeton University, Princeton, NJ, February 2003.
- Lin, X. Scheduling, Planning, and Design of Chemical Processing Systems: Continuous-Time Approaches. Ph.D. Thesis, Princeton University, Princeton, NJ, April 2003.
- Gümüş, Z. H. Global Optimization for Bilevel Programming Problems and Applications. Ph.D. Thesis, Princeton University, Princeton, NJ, April 2003.
- Meyer, C. A. Convex Relaxations and Convex Envelopes for Deterministic Global Optimization. Ph.D. Thesis, Princeton University, Princeton, NJ, February 2004.
- Janak, S. L. Scheduling of Multiproduct and Multipurpose Batch Plants. Ph.D. Thesis, Princeton University, Princeton, NJ, January 2007.
- McAllister, S. R. Mathematical Optimization and Algorithmic Development for Protein Structure Prediction. Ph.D. Thesis, Princeton University, Princeton, NJ, February 2008.
- Fung, H. K. Computational De Novo Protein Design with Flexible Templates. Ph.D. Thesis, Princeton University, Princeton, NJ, October 2008.
- Gounaris, C. E. Advances in Global Optimization and the Rational Design of Shape Selective Separations. Ph.D. Thesis, Princeton University, Princeton, NJ, October 2008.
- Tan, M. P. Novel Optimization-based Methods of Studying Cellular Signaling Pathways. Ph.D. Thesis, Princeton University, Princeton, NJ, January 2009.
- Rajgaria, R. High Resolution Force Fields and Residue Contact Prediction Models for Protein Structure Prediction. Ph.D. Thesis, Princeton University, Princeton, NJ, May 2009.
- DiMaggio, P. A. In Silico Methods for Discovery in Proteomics, Systems Biology, and Drug Discovery. Ph.D. Thesis, Princeton University, Princeton, NJ, January 2010.
- Verderame, P. M. Planning and Scheduling of Batch Processes Under Uncertainty. Ph.D. Thesis, Princeton University, Princeton, NJ, March 2011.
- Peterson, M. B. Targeting Disease with a New De Novo Protein Design Framework for Dug Discovery. Ph.D. Thesis, Princeton University, Princeton, NJ, September 2011.
- Subramani, A. Advances in Computational Protein Structure Prediction. Ph.D. Thesis, Princeton University, Princeton, NJ, October 2011.
- Misener, R. Novel Global Optimization Methods: Theoretical and Computational Studies on Pooling Problems with Environmental Constraints. Ph.D. Thesis, Princeton University, Princeton, NJ, September 2012.
- Baliban, R. C. High-throughput methods for in silico discovery of peptides, proteins, and post-translational modifications in proteomics. Ph.D. Thesis, Princeton University, Princeton, NJ, September 2012.
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