Christodoulos A. Floudas

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

Challenges in process optimization for new feedstocks and energy sources.
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

Performance of convex underestimators in a branch-and-bound framework.
Optim. Lett., 2016

Designing networks: A mixed-integer linear optimization approach.
Networks, 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

A multi-scale approach for the discovery of zeolites for hydrogen sulfide removal.
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

Professor Ignacio E. Grossmann - Tribute.
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

A Framework for Globally Optimizing Mixed-Integer Signomial Programs.
J. Optim. Theory Appl., 2014

ANTIGONE: Algorithms for coNTinuous / Integer Global Optimization of Nonlinear Equations.
J. Glob. Optim., 2014

Elucidating a Key Component of Cancer Metastasis: CXCL12 (SDF-1α) Binding to CXCR4.
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
GloMIQO: Global mixed-integer quadratic optimizer.
J. Glob. Optim., 2013

The Robust Capacitated Vehicle Routing Problem Under Demand Uncertainty.
Oper. Res., 2013

Editorial.
Ann. 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

Preface.
J. Glob. Optim., 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
Nonlinear analysis and variational problems - in honour of George Isac.
Optim. Methods Softw., 2011

Generation of networks with prescribed degree-dependent clustering.
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

Convex relaxation for solving posynomial programs.
J. Glob. Optim., 2010

A network flow model for biclustering via optimal re-ordering of data matrices.
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

Determining the Optimal Number of Clusters.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Short-Term Scheduling, Resource Constrained: Unified Modeling Frameworks.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Short-Term Scheduling of Continuous Processes.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Multi-objective Optimization: Interaction of Design and Control.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

MINLP: Applications in the Interaction of Design and Control.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Distance Dependent Protein Force Field via Linear Optimization.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Protein Loop Structure Prediction Methods.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Global Pairwise Protein Sequence Alignment via Mixed-Integer Linear Optimization.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Predictive Method for Interhelical Contacts in Alpha-Helical Proteins.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Multiple Minima Problem in Protein Folding: aplhaBB Global Optimization Approach.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Short-Term Scheduling of Batch Processes with Resources.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Robust Optimization: Mixed-Integer Linear Programs.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Reactive Scheduling of Batch Processes.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Medium-Term Scheduling of Batch Processes.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

MINLP: Application in Facility Location-allocation.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Nonlinear Systems of Equations: Application to the Enclosure of All Azeotropes.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Global Optimization in Batch Design Under Uncertainty.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Mixed Integer Nonlinear Bilevel Programming: Deterministic Global Optimization.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Shape Selective Zeolite Separation and Catalysis: Optimization Methods.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Global Optimization: Tight Convex Underestimators.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Global Optimization: p-alphaBB Approach.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Global Optimization: g-alphaBB Approach.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Global Optimization: Functional Forms.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

De Novo Protein DesignUsing Rigid Templates.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

De Novo Protein Design Using Flexible Templates.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

MINLP: Design and Scheduling of Batch Processes.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Mixed Integer Nonlinear Programming.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Generalized Benders Decomposition.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Gauss-Newton Method: Least Squares, Relation to Newton's Method.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Entropy Optimization: Parameter Estimation.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Peptide Identification via Mixed-Integer Optimization.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

MINLP: Global Optimization with alphaBB.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Enhanced bounding techniques to reduce the protein conformational search space.
Optim. Methods Softw., 2009

Mathematical modeling and efficient optimization methods for the distance-dependent rearrangement clustering problem.
J. Glob. Optim., 2009

A review of recent advances in global optimization.
J. Glob. Optim., 2009

Operational planning framework for multisite production and distribution networks.
Comput. Chem. Eng., 2009

Production scheduling of a large-scale industrial continuous plant: Short-term and medium-term scheduling.
Comput. Chem. Eng., 2009

2008
Convex underestimation for posynomial functions of positive variables.
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

Preface.
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

Alpha-helical topology and tertiary structure prediction in globular proteins.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2005
Convex envelopes for edge-concave functions.
Math. Program., 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

Global Optimization: Local Minima and Transition Points.
J. Glob. Optim., 2005

Preface.
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

Global optimization of mixed-integer bilevel programming problems.
Comput. Manag. Sci., 2005

Analysis and prediction of loop segments in protein structures.
Comput. Chem. Eng., 2005

Global optimization in the 21st century: Advances and challenges.
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
Ab initio Tertiary Structure Prediction of Proteins.
J. Glob. Optim., 2003

Prediction of beta-sheet topology and disulfide bridges in polypeptides.
J. Comput. Chem., 2003

2002
Deterministic global optimization in isothermal reactor network synthesis.
J. Glob. Optim., 2002

Ab initio prediction of helical segments in polypeptides.
J. Comput. Chem., 2002

2001
Global Optimization of Nonlinear Bilevel Programming Problems.
J. Glob. Optim., 2001

2000
Deterministic Global Optimization in Nonlinear Optimal Control Problems.
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

Predicting peptide structures using NMR data and deterministic global optimization.
J. Comput. Chem., 1999

Comparative study of global minimum energy conformations of hydrated peptides.
J. Comput. Chem., 1999

1998
Global optimization approaches in protein folding and peptide docking.
Proceedings of the Mathematical Support for Molecular Biology, 1998

1997
Prediction of Oligopeptide Conformations via Deterministic Global Optimization.
J. Glob. Optim., 1997

Nonlinear and mixed-integer optimization in chemical process network systems.
Proceedings of the Network Design: Connectivity and Facilities Location, 1997

1996
Rigorous convex underestimators for general twice-differentiable problems.
J. Glob. Optim., 1996

1995
Finding all solutions of nonlinearly constrained systems of equations.
J. Glob. Optim., 1995

Convergence of the (GOP) algorithm for a large class of smooth optimization problems.
J. Glob. Optim., 1995

Preface.
J. Glob. Optim., 1995

αBB: A global optimization method for general constrained nonconvex problems.
J. Glob. Optim., 1995

New results in the packing of equal circles in a square.
Discret. Math., 1995

A deterministic global optimization approach for the protein folding problem.
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

Global minimum potential energy conformations of small molecules.
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

A remark on the GOP algorithm for global optimization.
J. Glob. Optim., 1993

Global optimization for molecular conformation problems.
Ann. Oper. Res., 1993

1992
Unconstrained and constrained global optimization of polynomial functions in one variable.
J. Glob. Optim., 1992

1990
A Decomposition Strategy for Global Optimum Search in the Pooling Problem.
INFORMS J. Comput., 1990

A Collection of Test Problems for Constrained Global Optimization Problems
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


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