461 Advances in Optimization II


Description:
Optimization methods algorithms form the core tools for process operations and process systems engineering in general. The session invites papers in the general area of Process Systems Optimization. Topics on theory, algorithms and software for all classes of optimization problems are considered. Application papers offering insights into the interplay between optimization theory and practice are also encouraged.

Sponsor:
Computers in Operations and Information Processing


Chair:
M. M. Faruque Hasan
Texas A&M University
Artie McFerrin Department of Chemical Engineering
College Station, TX
77843
Email: hasan@tamu.edu

Co-Chair:
Fengqi You
Roxanne E. and Michael J. Zak Professor
Cornell University
Ithaca, NY
Phone Number: 607-255-1162
Email: fengqi.you@cornell.edu


Papers:
461a
Robust Optimization with Decision-Dependent Uncertainty Sets
Nikolaos Lappas, Carnegie Mellon University; Anirudh Subramanyam, Carnegie Mellon University; Chrysanthos E. Gounaris, Carnegie Mellon University
461b
Optimization Under Uncertainty Using Surrogate Models for Confidence Evaluation
Ronak Pipaliya, University of South Carolina; Alec Rigsbee, University of South Carolina; Edward P. Gatzke, University of South Carolina
461c
Multistage Adaptive Conditional Value at Risk Optimization Using Piecewise Linear Decision Rule
Said Rahal, University of Alberta; Zukui Li, University of Alberta
461d
Derivation of Generalized Affine Decision Rules for Mixed Integer Linear, Quadratic and Nonlinear Adjustable Robust Optimization Problems By Multi-Parametric Programming
Styliani Avraamidou, Texas A&M University; Chao Ning, Cornell University; Fengqi You, Cornell University; Efstratios N. Pistikopoulos, Texas A&M University
461e
A Predictor-Corrector Algorithm for Projection-Based Derivative-Free Optimization
Ishan Bajaj, Texas A&M University; M. M. Faruque Hasan, Texas A&M University
461f
Optimization of Black-Box Problems Using Smolyak Grids and Polynomial Approximations
Chris A. Kieslich, Georgia Institute of Technology; Fani Boukouvala, Georgia Institute of Technology
461g
On the Impact of Solution Representations for Stochastic Optimisation of Control Trajectories of Industrial Fermentation Processes
Alistair D. Rodman, University of Edinburgh; Eric S. Fraga, UCL; Dimitrios I. Gerogiorgis, University of Edinburgh
Abstract Submissions Closed
See more of this Group/Topical: Computing and Systems Technology Division
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