Christodoulos A. Floudas

Publication Activity (10 Years)

Years Active: 1989-2020
Publications (10 Years): 35

Top Venues

Comput. Chem. Eng.

J. Glob. Optim.

Optim. Lett.

J. Chem. Inf. Model.

Publications

C. Doga Demirhan, Fani Boukouvala, Kyungwon Kim, Hyeju Song, William W. Tso, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems. Comput. Chem. Eng. 141 (2020)
Alexander M. Niziolek, Onur Onel, Yuhe Tian, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Municipal solid waste to liquid transportation fuels - Part III: An optimization-based nationwide supply chain management framework. Comput. Chem. Eng. 116 (2018)
William W. Tso, Alexander M. Niziolek, Onur Onel, C. Doga Demirhan, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Reprint of: Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization. Comput. Chem. Eng. 116 (2018)
Alexander Mitsos, Norbert Asprion, Christodoulos A. Floudas, Michael Bortz, Michael Baldea, Dominique Bonvin, Adrian Caspari, Pascal Schäfer
Challenges in process optimization for new feedstocks and energy sources. Comput. Chem. Eng. 113 (2018)
William W. Tso, Alexander M. Niziolek, Onur Onel, C. Doga Demirhan, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization. Comput. Chem. Eng. 113 (2018)
Chris A. Kieslich, Fani Boukouvala, Christodoulos A. Floudas
Optimization of black-box problems using Smolyak grids and polynomial approximations. J. Glob. Optim. 71 (4) (2018)
Melis Onel, Chris A. Kieslich, Yannis A. Guzman, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
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. 116 (2018)
Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Optimal design of energy systems using constrained grey-box multi-objective optimization. Comput. Chem. Eng. 116 (2018)
Melis Onel, Chris A. Kieslich, Yannis A. Guzman, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection. Comput. Chem. Eng. 115 (2018)
Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Nadav Sorek, Hardikkumar Zalavadia, Eduardo Gildin
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations. Comput. Chem. Eng. 114 (2018)
Logan R. Matthews, Yannis A. Guzman, Christodoulos A. Floudas
Generalized robust counterparts for constraints with bounded and unbounded uncertain parameters. Comput. Chem. Eng. 116 (2018)
Fani Boukouvala, Christodoulos A. Floudas
ARGONAUT: AlgoRithms for Global Optimization of coNstrAined grey-box compUTational problems. Optim. Lett. 11 (5) (2017)
Radu Baltean-Lugojan, Christodoulos A. Floudas, Ruth Misener, Miten Mistry
Designing Energy-Efficient Heat Recovery Networks using Mixed-Integer Nonlinear Optimisation. SEA (2017)
Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas
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. 103 (2017)
Onur Onel, Alexander M. Niziolek, Holly Butcher, Benjamin A. Wilhite, Christodoulos A. Floudas
Multi-scale approaches for gas-to-liquids process intensification: CFD modeling, process synthesis, and global optimization. Comput. Chem. Eng. 105 (2017)
Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas
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. 101 (2017)
Alexander M. Niziolek, Onur Onel, Christodoulos A. Floudas
Municipal solid waste to liquid transportation fuels, olefins, and aromatics: Process synthesis and deterministic global optimization. Comput. Chem. Eng. 102 (2017)
Fani Boukouvala, M. M. Faruque Hasan, Christodoulos A. Floudas
Global optimization of general constrained grey-box models: new method and its application to constrained PDEs for pressure swing adsorption. J. Glob. Optim. 67 (1-2) (2017)
Chrysanthos E. Gounaris, Karthikeyan Rajendran, Ioannis G. Kevrekidis, Christodoulos A. Floudas
Designing networks: A mixed-integer linear optimization approach. Networks 68 (4) (2016)
Chris A. Kieslich, James B. Smadbeck, George A. Khoury, Christodoulos A. Floudas
conSSert: Consensus SVM Model for Accurate Prediction of Ordered Secondary Structure. J. Chem. Inf. Model. 56 (3) (2016)
Qiuhua Tang, Yanli Liang, Liping Zhang, Christodoulos A. Floudas, Xiaojun Cao
Balancing mixed-model assembly lines with sequence-dependent tasks via hybrid genetic algorithm. J. Glob. Optim. 65 (1) (2016)
Zukui Li, Christodoulos A. Floudas
Optimal scenario reduction framework based on distance of uncertainty distribution and output performance: II. Sequential reduction. Comput. Chem. Eng. 84 (2016)
Yannis A. Guzman, M. M. Faruque Hasan, Christodoulos A. Floudas
Performance of convex underestimators in a branch-and-bound framework. Optim. Lett. 10 (2) (2016)
Tingting Liu, Eric L. First, M. M. Faruque Hasan, Christodoulos A. Floudas
Corrigendum to "A multi-scale approach for the discovery of zeolites for hydrogen sulfide removal" [Comput. Chem. Eng. (2016)]. Comput. Chem. Eng. 93 (2016)
Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: I. Unknown probability distributions. Comput. Chem. Eng. 84 (2016)
Tingting Liu, Eric L. First, M. M. Faruque Hasan, Christodoulos A. Floudas
A multi-scale approach for the discovery of zeolites for hydrogen sulfide removal. Comput. Chem. Eng. 91 (2016)
Fani Boukouvala, Jie Li, Xin Xiao, Christodoulos A. Floudas
Data-driven modeling and global optimization of industrial-scale petrochemical planning operations. ACC (2016)
Chrysanthos E. Gounaris, Panagiotis P. Repoussis, Christos D. Tarantilis, Wolfram Wiesemann, Christodoulos A. Floudas
An Adaptive Memory Programming Framework for the Robust Capacitated Vehicle Routing Problem. Transp. Sci. 50 (4) (2016)
Fani Boukouvala, Ruth Misener, Christodoulos A. Floudas
Global optimization advances in Mixed-Integer Nonlinear Programming, MINLP, and Constrained Derivative-Free Optimization, CDFO. Eur. J. Oper. Res. 252 (3) (2016)
Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Professor Ignacio E. Grossmann - Tribute. Comput. Chem. Eng. 72 (2015)
Josephine A. Elia, Jie Li, Christodoulos A. Floudas
Strategic planning optimization for natural gas to liquid transportation fuel (GTL) systems. Comput. Chem. Eng. 72 (2015)
Chrysanthos E. Gounaris, Karthikeyan Rajendran, Ioannis G. Kevrekidis, Christodoulos A. Floudas
Designing Networks: A Mixed-Integer Linear Optimization Approach. CoRR (2015)
Alexander M. Niziolek, Onur Onel, M. M. Faruque Hasan, Christodoulos A. Floudas
Municipal solid waste to liquid transportation fuels - Part II: Process synthesis and global optimization strategies. Comput. Chem. Eng. 74 (2015)
M. M. Faruque Hasan, Eric L. First, Fani Boukouvala, Christodoulos A. Floudas
capture, utilization, and sequestration: CCUS and CCU. Comput. Chem. Eng. 81 (2015)
Ruth Misener, James B. Smadbeck, Christodoulos A. Floudas
Dynamically generated cutting planes for mixed-integer quadratically constrained quadratic programs and their incorporation into GloMIQO 2. Optim. Methods Softw. 30 (1) (2015)
Yun Ye, Jie Li, Zukui Li, Qiuhua Tang, Xin Xiao, Christodoulos A. Floudas
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. 66 (2014)
George A. Khoury, Nikita Bhatia, Christodoulos A. Floudas
Hydration free energies calculated using the AMBER ff03 charge model for natural and unnatural amino acids and multiple water models. Comput. Chem. Eng. 71 (2014)
Phanourios Tamamis, Christodoulos A. Floudas
Elucidating a Key Component of Cancer Metastasis: CXCL12 (SDF-1α) Binding to CXCR4. J. Chem. Inf. Model. 54 (4) (2014)
Onur Onel, Alexander M. Niziolek, M. M. Faruque Hasan, Christodoulos A. Floudas
Municipal solid waste to liquid transportation fuels - Part I: Mathematical modeling of a municipal solid waste gasifier. Comput. Chem. Eng. 71 (2014)
Ruth Misener, Christodoulos A. Floudas
A Framework for Globally Optimizing Mixed-Integer Signomial Programs. J. Optim. Theory Appl. 161 (3) (2014)
James B. Smadbeck, Kiat Hwa Chan, George A. Khoury, Bo Xue, Robert C. Robinson, Charlotte A. E. Hauser, Christodoulos A. Floudas
De Novo Design and Experimental Characterization of Ultrashort Self-Associating Peptides. PLoS Comput. Biol. 10 (7) (2014)
Ruth Misener, Christodoulos A. Floudas
ANTIGONE: Algorithms for coNTinuous / Integer Global Optimization of Nonlinear Equations. J. Glob. Optim. 59 (2-3) (2014)
Zukui Li, Christodoulos A. Floudas
Optimal scenario reduction framework based on distance of uncertainty distribution and output performance: I. Single reduction via mixed integer linear optimization. Comput. Chem. Eng. 70 (2014)
Chrysanthos E. Gounaris, Wolfram Wiesemann, Christodoulos A. Floudas
The Robust Capacitated Vehicle Routing Problem Under Demand Uncertainty. Oper. Res. 61 (3) (2013)
Georgios K. D. Saharidis, Marianthi G. Ierapetritou, Christodoulos A. Floudas
Editorial. Ann. Oper. Res. 210 (1) (2013)
Ruth Misener, Christodoulos A. Floudas
GloMIQO: Global mixed-integer quadratic optimizer. J. Glob. Optim. 57 (1) (2013)
Panos M. Pardalos, Christodoulos A. Floudas
Preface. J. Glob. Optim. 57 (1) (2013)
Richard C. Baliban, Josephine A. Elia, Vern Weekman, Christodoulos A. Floudas
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. 47 (2012)
Qiuhua Tang, Jie Li, Christodoulos A. Floudas, Mingxing Deng, Yunbing Yan, Zhongmin Xi, Pinghe Chen, Jianyi Kong
Optimization framework for process scheduling of operation-dependent automobile assembly lines. Optim. Lett. 6 (4) (2012)
Anders Skjäl, Tapio Westerlund, Ruth Misener, Christodoulos A. Floudas
A Generalization of the Classical αBB Convex Underestimation via Diagonal and Nondiagonal Quadratic Terms. J. Optim. Theory Appl. 154 (2) (2012)
Shu-Cherng Fang, Christodoulos A. Floudas, David Yang Gao
Preface. J. Glob. Optim. 54 (2) (2012)
Richard C. Baliban, Josephine A. Elia, Ruth Misener, Christodoulos A. Floudas
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. 42 (2012)
Ruth Misener, Christodoulos A. Floudas
Global optimization of mixed-integer quadratically-constrained quadratic programs (MIQCQP) through piecewise-linear and edge-concave relaxations. Math. Program. 136 (1) (2012)
Christodoulos A. Floudas, Josephine A. Elia, Richard C. Baliban
Hybrid and single feedstock energy processes for liquid transportation fuels: A critical review. Comput. Chem. Eng. 41 (2012)
Eric L. First, Chrysanthos E. Gounaris, Christodoulos A. Floudas
Stereochemically Consistent Reaction Mapping and Identification of Multiple Reaction Mechanisms through Integer Linear Optimization. J. Chem. Inf. Model. 52 (1) (2012)
Richard C. Baliban, Josephine A. Elia, Christodoulos A. Floudas
Simultaneous process synthesis, heat, power, and water integration of thermochemical hybrid biomass, coal, and natural gas facilities. Comput. Chem. Eng. 37 (2012)
Chrysanthos E. Gounaris, Karthikeyan Rajendran, Ioannis G. Kevrekidis, Christodoulos A. Floudas
Generation of networks with prescribed degree-dependent clustering. Optim. Lett. 5 (3) (2011)
Josephine A. Elia, Richard C. Baliban, Xin Xiao, Christodoulos A. Floudas
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. 35 (8) (2011)
Ruth Misener, Jeffrey P. Thompson, Christodoulos A. Floudas
APOGEE: Global optimization of standard, generalized, and extended pooling problems via linear and logarithmic partitioning schemes. Comput. Chem. Eng. 35 (5) (2011)
Christodoulos A. Floudas
Nonlinear analysis and variational problems - in honour of George Isac. Optim. Methods Softw. 26 (2) (2011)
Richard C. Baliban, Josephine A. Elia, Christodoulos A. Floudas
Optimization framework for the simultaneous process synthesis, heat and power integration of a thermochemical hybrid biomass, coal, and natural gas facility. Comput. Chem. Eng. 35 (9) (2011)
Peter A. DiMaggio Jr., Scott R. McAllister, Christodoulos A. Floudas, Xiao-Jiang Feng, Joshua D. Rabinowitz, Herschel Rabitz
A network flow model for biclustering via optimal re-ordering of data matrices. J. Glob. Optim. 47 (3) (2010)
Hao-Chun Lu, Han-Lin Li, Chrysanthos E. Gounaris, Christodoulos A. Floudas
Convex relaxation for solving posynomial programs. J. Glob. Optim. 46 (1) (2010)
Scott R. McAllister, Christodoulos A. Floudas
An improved hybrid global optimization method for protein tertiary structure prediction. Comput. Optim. Appl. 45 (2) (2010)
Ruth Misener, Chrysanthos E. Gounaris, Christodoulos A. Floudas
Mathematical modeling and global optimization of large-scale extended pooling problems with the (EPA) complex emissions constraints. Comput. Chem. Eng. 34 (9) (2010)
Ernesto G. Birgin, Christodoulos A. Floudas, José Mario Martínez
Global minimization using an Augmented Lagrangian method with variable lower-level constraints. Math. Program. 125 (1) (2010)
Munawar A. Shaik, Christodoulos A. Floudas, Josef Kallrath, Hans-Joachim Pitz
Production scheduling of a large-scale industrial continuous plant: Short-term and medium-term scheduling. Comput. Chem. Eng. 33 (3) (2009)
Scott R. McAllister, Peter A. DiMaggio Jr., Christodoulos A. Floudas
Mathematical modeling and efficient optimization methods for the distance-dependent rearrangement clustering problem. J. Glob. Optim. 45 (1) (2009)
Christodoulos A. Floudas, Chrysanthos E. Gounaris
A review of recent advances in global optimization. J. Glob. Optim. 45 (1) (2009)
Scott R. McAllister, Christodoulos A. Floudas
Enhanced bounding techniques to reduce the protein conformational search space. Optim. Methods Softw. 24 (4-5) (2009)
Peter M. Verderame, Christodoulos A. Floudas
Operational planning framework for multisite production and distribution networks. Comput. Chem. Eng. 33 (5) (2009)
Chrysanthos E. Gounaris, Christodoulos A. Floudas
-continuous problems: II. multivariate functions. J. Glob. Optim. 42 (1) (2008)
Peter A. DiMaggio Jr., Scott R. McAllister, Christodoulos A. Floudas, Xiao-Jiang Feng, Joshua D. Rabinowitz, Herschel Rabitz
Biclustering via optimal re-ordering of data matrices in systems biology: rigorous methods and comparative studies. BMC Bioinform. 9 (2008)
Chrysanthos E. Gounaris, Christodoulos A. Floudas
-continuous problems: I. univariate functions. J. Glob. Optim. 42 (1) (2008)
Stacy L. Janak, Christodoulos A. Floudas
Improving unit-specific event based continuous-time approaches for batch processes: Integrality gap and task splitting. Comput. Chem. Eng. 32 (4-5) (2008)
Meng Piao Tan, Erin N. Smith, James R. Broach, Christodoulos A. Floudas
Microarray data mining: A novel optimization-based approach to uncover biologically coherent structures. BMC Bioinform. 9 (2008)
Han-Lin Li, Jung-Fa Tsai, Christodoulos A. Floudas
Convex underestimation for posynomial functions of positive variables. Optim. Lett. 2 (3) (2008)
Munawar A. Shaik, Christodoulos A. Floudas
Unit-specific event-based continuous-time approach for short-term scheduling of batch plants using RTN framework. Comput. Chem. Eng. 32 (1-2) (2008)
Scott R. McAllister, R. Rajgaria, Christodoulos A. Floudas
Global pairwise sequence alignment through mixed-integer linear programming: a template-free approach. Optim. Methods Softw. 22 (1) (2007)
Meng Piao Tan, James R. Broach, Christodoulos A. Floudas
A novel clustering approach and prediction of optimal number of clusters: global optimum search with enhanced positioning. J. Glob. Optim. 39 (3) (2007)
Meng Piao Tan, James R. Broach, Christodoulos A. Floudas
Evaluation of Normalization and Pre-Clustering Issues in a Novel Clustering Approach: Global Optimum Search with Enhanced Positioning. J. Bioinform. Comput. Biol. 5 (4) (2007)
Christodoulos A. Floudas, Vladik Kreinovich
On the functional form of convex underestimators for twice continuously differentiable functions. Optim. Lett. 1 (2) (2007)
Ho Ki Fung, M. S. Taylor, Christodoulos A. Floudas
Novel formulations for the sequence selection problem in de novo protein design with flexible templates. Optim. Methods Softw. 22 (1) (2007)
Christodoulos A. Floudas, Oliver Stein
The Adaptive Convexification Algorithm: A Feasible Point Method for Semi-Infinite Programming. SIAM J. Optim. 18 (4) (2007)
Scott R. McAllister, Christodoulos A. Floudas
Alpha-helical topology and tertiary structure prediction in globular proteins. CDC (2007)
Christodoulos A. Floudas, Oleg A. Prokopyev
Preface. Optim. Methods Softw. 22 (1) (2007)
Stacy L. Janak, Xiaoxia Lin, Christodoulos A. Floudas
A new robust optimization approach for scheduling under uncertainty: II. Uncertainty with known probability distribution. Comput. Chem. Eng. 31 (3) (2007)
Christodoulos A. Floudas, Ioannis G. Akrotirianakis, S. Caratzoulas, Clifford A. Meyer, Josef Kallrath
Global optimization in the 21st century: Advances and challenges. Comput. Chem. Eng. 29 (6) (2005)
Christodoulos A. Floudas
Preface. J. Glob. Optim. 32 (2) (2005)
Clifford A. Meyer, Christodoulos A. Floudas
Convex Underestimation of Twice Continuously Differentiable Functions by Piecewise Quadratic Perturbation: Spline αBB Underestimators. J. Glob. Optim. 32 (2) (2005)
Dimitrios Morikis, Christodoulos A. Floudas, John D. Lambris
Structure-Based Integrative Computational and Experimental Approach for the Optimization of Drug Design. International Conference on Computational Science (2) (2005)
Christodoulos A. Floudas, Hubertus Th. Jongen
Global Optimization: Local Minima and Transition Points. J. Glob. Optim. 32 (3) (2005)
Ho Ki Fung, S. Rao, Christodoulos A. Floudas, Oleg A. Prokopyev, Panos M. Pardalos, Franz Rendl
Computational Comparison Studies of Quadratic Assignment Like Formulations for the In Silico Sequence Selection Problem in De Novo Protein Design. J. Comb. Optim. 10 (1) (2005)
Xiaoxia Lin, Christodoulos A. Floudas, Josef Kallrath
Global Solution Approach for a Nonconvex MINLP Problem in Product Portfolio Optimization. J. Glob. Optim. 32 (3) (2005)
Clifford A. Meyer, Christodoulos A. Floudas
Convex envelopes for edge-concave functions. Math. Program. 103 (2) (2005)
Zeynep H. Gümüs, Christodoulos A. Floudas
Global optimization of mixed-integer bilevel programming problems. Comput. Manag. Sci. 2 (3) (2005)
Christodoulos A. Floudas, Xiaoxia Lin
Mixed Integer Linear Programming in Process Scheduling: Modeling, Algorithms, and Applications. Ann. Oper. Res. 139 (1) (2005)
John L. Klepeis, Christodoulos A. Floudas
Analysis and prediction of loop segments in protein structures. Comput. Chem. Eng. 29 (3) (2005)
Ioannis G. Akrotirianakis, Christodoulos A. Floudas
Computational Experience with a New Class of Convex Underestimators: Box-constrained NLP Problems. J. Glob. Optim. 29 (3) (2004)
Christodoulos A. Floudas, Xiaoxia Lin
Continuous-time versus discrete-time approaches for scheduling of chemical processes: a review. Comput. Chem. Eng. 28 (11) (2004)

Christodoulos A. Floudas.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Christodoulos A. Floudas