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1 - Introduction to Optimization

from Part I - Overview of Optimization:Applications and Problem Formulations

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

The chapter introduces basic optimization concepts, and motivates the use of optimization models and methods to engineering and scientific practice applications.It establishes key concepts, such as the types of variables, arguments to an optimization problem as continuous, integer and control functions (for optimal control problems).Further, it introduces types of optimization problems according to their formulation (such as multiobjective, bilevel, stochastic optimization problems)

Keywords

OptimizationNonlinear ProgrammingLinear Programming
Type
Chapter
Information
Optimization for Chemical and Biochemical Engineering
Theory, Algorithms, Modeling and Applications
 , pp. 3 - 28
Publisher: Cambridge University Press
Print publication year: 2021

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