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16 - Multiobjective Optimization

from Part III - Formulation and Solution of Linear Programming (LP) Problems

Published online by Cambridge University Press:  17 December 2020

Vassilios S. Vassiliadis ,
Walter Kähm ,
Ehecatl Antonio del Rio Chanona  and
Ye Yuan
Vassilios S. Vassiliadis
Affiliation:
University of Cambridge
Ehecatl Antonio del Rio Chanona
Affiliation:
Imperial College London
Ye Yuan
Affiliation:
Huazhong University of Science and Technology
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Summary

Non-differentiable optimization is a topic of contemporary interest in several applications.Non-differentiability may arise from piecewise descriptions of the objective function or the constraints, and requires special handling in order to derive solutions for such problems.Here in this chapter the emphasis is given on subgradient methods, with a basic introduction on subdifferentials and all associated necessary concepts.

Keywords

SubgradientsSubdifferentialsBundle methodsUnconstrained optimization
Type
Chapter
Information
Optimization for Chemical and Biochemical Engineering
Theory, Algorithms, Modeling and Applications
 , pp. 168 - 194
Publisher: Cambridge University Press
Print publication year: 2021

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