Christodoulos A. Floudas
Affiliations:- Princeton University, Department of Chemical Engineering, Princeton, NJ, USA
- Texas A&M University, Department of Chemical Engineering, College Station, TX, USA
- Carnegie Mellon University, Pittsburgh, PA, USA (PhD 1986)
According to our database1,
Christodoulos A. Floudas
authored at least 163 papers
between 1989 and 2020.
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Bibliography
2020
An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems.
Comput. Chem. Eng., 2020
2018
Optimization of black-box problems using Smolyak grids and polynomial approximations.
J. Glob. Optim., 2018
Reprint of: Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization.
Comput. Chem. Eng., 2018
Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization.
Comput. Chem. Eng., 2018
Reprint of: Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection.
Comput. Chem. Eng., 2018
Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection.
Comput. Chem. Eng., 2018
Municipal solid waste to liquid transportation fuels - Part III: An optimization-based nationwide supply chain management framework.
Comput. Chem. Eng., 2018
Comput. Chem. Eng., 2018
Generalized robust counterparts for constraints with bounded and unbounded uncertain parameters.
Comput. Chem. Eng., 2018
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations.
Comput. Chem. Eng., 2018
Optimal design of energy systems using constrained grey-box multi-objective optimization.
Comput. Chem. Eng., 2018
2017
ARGONAUT: AlgoRithms for Global Optimization of coNstrAined grey-box compUTational problems.
Optim. Lett., 2017
Global optimization of general constrained grey-box models: new method and its application to constrained PDEs for pressure swing adsorption.
J. Glob. Optim., 2017
Multi-scale approaches for gas-to-liquids process intensification: CFD modeling, process synthesis, and global optimization.
Comput. Chem. Eng., 2017
Municipal solid waste to liquid transportation fuels, olefins, and aromatics: Process synthesis and deterministic global optimization.
Comput. Chem. Eng., 2017
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: III. Exact and near-exact a posteriori expressions for known probability distributions.
Comput. Chem. Eng., 2017
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: II. A priori bounds for known symmetric and asymmetric probability distributions.
Comput. Chem. Eng., 2017
Designing Energy-Efficient Heat Recovery Networks using Mixed-Integer Nonlinear Optimisation.
Proceedings of the 16th International Symposium on Experimental Algorithms, 2017
2016
An Adaptive Memory Programming Framework for the Robust Capacitated Vehicle Routing Problem.
Transp. Sci., 2016
Optim. Lett., 2016
Balancing mixed-model assembly lines with sequence-dependent tasks via hybrid genetic algorithm.
J. Glob. Optim., 2016
conSSert: Consensus SVM Model for Accurate Prediction of Ordered Secondary Structure.
J. Chem. Inf. Model., 2016
Global optimization advances in Mixed-Integer Nonlinear Programming, MINLP, and Constrained Derivative-Free Optimization, CDFO.
Eur. J. Oper. Res., 2016
Corrigendum to "A multi-scale approach for the discovery of zeolites for hydrogen sulfide removal" [Comput. Chem. Eng. (2016)].
Comput. Chem. Eng., 2016
Comput. Chem. Eng., 2016
Optimal scenario reduction framework based on distance of uncertainty distribution and output performance: II. Sequential reduction.
Comput. Chem. Eng., 2016
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: I. Unknown probability distributions.
Comput. Chem. Eng., 2016
Data-driven modeling and global optimization of industrial-scale petrochemical planning operations.
Proceedings of the 2016 American Control Conference, 2016
2015
Dynamically generated cutting planes for mixed-integer quadratically constrained quadratic programs and their incorporation into GloMIQO 2.
Optim. Methods Softw., 2015
Municipal solid waste to liquid transportation fuels - Part II: Process synthesis and global optimization strategies.
Comput. Chem. Eng., 2015
A multi-scale framework for CO<sub>2</sub> capture, utilization, and sequestration: CCUS and CCU.
Comput. Chem. Eng., 2015
Strategic planning optimization for natural gas to liquid transportation fuel (GTL) systems.
Comput. Chem. Eng., 2015
2014
De Novo Design and Experimental Characterization of Ultrashort Self-Associating Peptides.
PLoS Comput. Biol., 2014
J. Optim. Theory Appl., 2014
ANTIGONE: Algorithms for coNTinuous / Integer Global Optimization of Nonlinear Equations.
J. Glob. Optim., 2014
J. Chem. Inf. Model., 2014
Robust optimization and stochastic programming approaches for medium-term production scheduling of a large-scale steelmaking continuous casting process under demand uncertainty.
Comput. Chem. Eng., 2014
Municipal solid waste to liquid transportation fuels - Part I: Mathematical modeling of a municipal solid waste gasifier.
Comput. Chem. Eng., 2014
Optimal scenario reduction framework based on distance of uncertainty distribution and output performance: I. Single reduction via mixed integer linear optimization.
Comput. Chem. Eng., 2014
Hydration free energies calculated using the AMBER ff03 charge model for natural and unnatural amino acids and multiple water models.
Comput. Chem. Eng., 2014
2013
Oper. Res., 2013
2012
Optimization framework for process scheduling of operation-dependent automobile assembly lines.
Optim. Lett., 2012
Global optimization of mixed-integer quadratically-constrained quadratic programs (MIQCQP) through piecewise-linear and edge-concave relaxations.
Math. Program., 2012
A Generalization of the Classical αBB Convex Underestimation via Diagonal and Nondiagonal Quadratic Terms.
J. Optim. Theory Appl., 2012
Stereochemically Consistent Reaction Mapping and Identification of Multiple Reaction Mechanisms through Integer Linear Optimization.
J. Chem. Inf. Model., 2012
Hybrid and single feedstock energy processes for liquid transportation fuels: A critical review.
Comput. Chem. Eng., 2012
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.
Comput. Chem. Eng., 2012
Global optimization of a MINLP process synthesis model for thermochemical based conversion of hybrid coal, biomass, and natural gas to liquid fuels.
Comput. Chem. Eng., 2012
Simultaneous process synthesis, heat, power, and water integration of thermochemical hybrid biomass, coal, and natural gas facilities.
Comput. Chem. Eng., 2012
2011
Optim. Methods Softw., 2011
Optim. Lett., 2011
APOGEE: Global optimization of standard, generalized, and extended pooling problems via linear and logarithmic partitioning schemes.
Comput. Chem. Eng., 2011
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.
Comput. Chem. Eng., 2011
Optimization framework for the simultaneous process synthesis, heat and power integration of a thermochemical hybrid biomass, coal, and natural gas facility.
Comput. Chem. Eng., 2011
2010
Global minimization using an Augmented Lagrangian method with variable lower-level constraints.
Math. Program., 2010
J. Glob. Optim., 2010
An improved hybrid global optimization method for protein tertiary structure prediction.
Comput. Optim. Appl., 2010
Mathematical modeling and global optimization of large-scale extended pooling problems with the (EPA) complex emissions constraints.
Comput. Chem. Eng., 2010
2009
Gene Clustering: A Novel Decomposition-Based Clustering Approach: Global Optimum Search with Enhanced Positioning.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Optim. Methods Softw., 2009
Mathematical modeling and efficient optimization methods for the distance-dependent rearrangement clustering problem.
J. Glob. Optim., 2009
Comput. Chem. Eng., 2009
Production scheduling of a large-scale industrial continuous plant: Short-term and medium-term scheduling.
Comput. Chem. Eng., 2009
2008
Optim. Lett., 2008
Tight convex underestimators for <i>C</i><sup>2</sup>-continuous problems: II. multivariate functions.
J. Glob. Optim., 2008
Tight convex underestimators for <i>C</i><sup>2</sup>-continuous problems: I. univariate functions.
J. Glob. Optim., 2008
Unit-specific event-based continuous-time approach for short-term scheduling of batch plants using RTN framework.
Comput. Chem. Eng., 2008
Improving unit-specific event based continuous-time approaches for batch processes: Integrality gap and task splitting.
Comput. Chem. Eng., 2008
Microarray data mining: A novel optimization-based approach to uncover biologically coherent structures.
BMC Bioinform., 2008
Biclustering via optimal re-ordering of data matrices in systems biology: rigorous methods and comparative studies.
BMC Bioinform., 2008
2007
The Adaptive Convexification Algorithm: A Feasible Point Method for Semi-Infinite Programming.
SIAM J. Optim., 2007
Global pairwise sequence alignment through mixed-integer linear programming: a template-free approach.
Optim. Methods Softw., 2007
Novel formulations for the sequence selection problem in de novo protein design with flexible templates.
Optim. Methods Softw., 2007
On the functional form of convex underestimators for twice continuously differentiable functions.
Optim. Lett., 2007
A novel clustering approach and prediction of optimal number of clusters: global optimum search with enhanced positioning.
J. Glob. Optim., 2007
Evaluation of Normalization and Pre-Clustering Issues in a Novel Clustering Approach: Global Optimum Search with Enhanced Positioning.
J. Bioinform. Comput. Biol., 2007
A new robust optimization approach for scheduling under uncertainty: II. Uncertainty with known probability distribution.
Comput. Chem. Eng., 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2005
Convex Underestimation of Twice Continuously Differentiable Functions by Piecewise Quadratic Perturbation: Spline αBB Underestimators.
J. Glob. Optim., 2005
Global Solution Approach for a Nonconvex MINLP Problem in Product Portfolio Optimization.
J. Glob. Optim., 2005
Computational Comparison Studies of Quadratic Assignment Like Formulations for the In Silico Sequence Selection Problem in De Novo Protein Design.
J. Comb. Optim., 2005
Comput. Manag. Sci., 2005
Comput. Chem. Eng., 2005
Comput. Chem. Eng., 2005
Mixed Integer Linear Programming in Process Scheduling: Modeling, Algorithms, and Applications.
Ann. Oper. Res., 2005
Structure-Based Integrative Computational and Experimental Approach for the Optimization of Drug Design.
Proceedings of the Computational Science, 2005
2004
Trilinear Monomials with Mixed Sign Domains: Facets of the Convex and Concave Envelopes.
J. Glob. Optim., 2004
Computational Experience with a New Class of Convex Underestimators: Box-constrained NLP Problems.
J. Glob. Optim., 2004
A New Class of Improved Convex Underestimators for Twice Continuously Differentiable Constrained NLPs.
J. Glob. Optim., 2004
A new robust optimization approach for scheduling under uncertainty: : I. Bounded uncertainty.
Comput. Chem. Eng., 2004
Continuous-time versus discrete-time approaches for scheduling of chemical processes: a review.
Comput. Chem. Eng., 2004
2003
J. Comput. Chem., 2003
2002
J. Glob. Optim., 2002
2001
2000
J. Glob. Optim., 2000
Deterministic global optimization - theory, methods and applications.
Nonconvex optimization and its applications 37, Kluwer, ISBN: 978-0-7923-6014-8, 2000
1999
Dynamics of Peptide Folding: Transition States and Reaction Pathways of Solvated and Unsolvated Tetra-Alanine.
J. Glob. Optim., 1999
J. Comput. Chem., 1999
J. Comput. Chem., 1999
1998
Proceedings of the Mathematical Support for Molecular Biology, 1998
1997
J. Glob. Optim., 1997
Proceedings of the Network Design: Connectivity and Facilities Location, 1997
1996
J. Glob. Optim., 1996
1995
J. Glob. Optim., 1995
Convergence of the (GOP) algorithm for a large class of smooth optimization problems.
J. Glob. Optim., 1995
J. Glob. Optim., 1995
Proceedings of the Global Minimization of Nonconvex Energy Functions: Molecular Conformation and Protein Folding, 1995
1994
Decomposition based and branch and bound global optimization approaches for the phase equilibrium problem.
J. Glob. Optim., 1994
J. Glob. Optim., 1994
1993
New properties and computational improvement of the GOP algorithm for problems with quadratic objective functions and constraints.
J. Glob. Optim., 1993
1992
Unconstrained and constrained global optimization of polynomial functions in one variable.
J. Glob. Optim., 1992
1990
INFORMS J. Comput., 1990
Lecture Notes in Computer Science 455, Springer, ISBN: 3-540-53032-0, 1990
1989
APROS: Algorithmic Development Methodology for Discrete-Continuous Optimization Problems.
Oper. Res., 1989