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3 - Convexity

from Part II - From General Mathematical Background to General Nonlinear Programming Problems (NLP)

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

Convexity is of paramount importance in optimization theory.This chapter adopts a simple and intuitive description, highlighting the importance of these properties to guarantee global optimality, and paves the way to understanding nonconvex optimization problems in later chapters.

Keywords

Proof of Convexity
Type
Chapter
Information
Optimization for Chemical and Biochemical Engineering
Theory, Algorithms, Modeling and Applications
 , pp. 38 - 43
Publisher: Cambridge University Press
Print publication year: 2021

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