Advances in Optimization II

Chair(s):
Hasan, M. M. F., Artie McFerrin Department of Chemical Engineering, Texas A&M University
Co-chair(s):
You, F., Cornell University

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.

Papers:
8:00 AM
(461a) Robust Optimization with Decision-Dependent Uncertainty Sets
8:21 AM
(461b) Optimization Under Uncertainty Using Surrogate Models for Confidence Evaluation
8:42 AM
(461c) Multistage Adaptive Conditional Value at Risk Optimization Using Piecewise Linear Decision Rule
9:03 AM
(461d) Derivation of Generalized Affine Decision Rules for Mixed Integer Linear, Quadratic and Nonlinear Adjustable Robust Optimization Problems By Multi-Parametric Programming
9:24 AM
(461e) A Predictor-Corrector Algorithm for Projection-Based Derivative-Free Optimization
9:45 AM
(461f) Optimization of Black-Box Problems Using Smolyak Grids and Polynomial Approximations
10:06 AM
(461g) On the Impact of Solution Representations for Stochastic Optimisation of Control Trajectories of Industrial Fermentation Processes

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Individuals

AIChE Members $150.00
AIChE Graduate Student Members Free
AIChE Undergraduate Student Members Free
Non-Members $225.00