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Multi-Objective Optimization Problems

Language EnglishEnglish
Book Paperback
Book Multi-Objective Optimization Problems Fran Sérgio Lobato
Libristo code: 16190192
Publishers Springer International Publishing AG, July 2017
This book is aimed at undergraduate and graduate students in applied mathematics or computer science... Full description
? points 145 b
59.18 €
115.74  лв
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This book is aimed at undergraduate and graduate students in applied mathematics or computer science, as a tool for solving real-world design problems. The present work covers fundamentals in multi-objective optimization and applications in mathematical and engineering system design using a new optimization strategy, namely the Self-Adaptive Multi-objective Optimization Differential Evolution (SA-MODE) algorithm. This strategy is proposed in order to reduce the number of evaluations of the objective function through dynamic update of canonical Differential Evolution parameters (population size, crossover probability and perturbation rate). The methodology is applied to solve mathematical functions considering test cases from the literature and various engineering systems design, such as cantilevered beam design, biochemical reactor, crystallization process, machine tool spindle design, rotary dryer design, among others.

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About the book

Full name Multi-Objective Optimization Problems
Author Fran Sérgio Lobato, Valder Steffen Jr.
Language English
Binding Book - Paperback
Date of issue 2017
Number of pages 160
EAN 9783319585642
ISBN 3319585649
Libristo code 16190192
Publishers Springer International Publishing AG
Weight 2818
Dimensions 155 x 235 x 9

Categories

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Calculus of variations
Mathematics & Science > Mathematics > Optimization
Mathematics & Science > Mathematics > Applied mathematics
Technology, Engineering, Agriculture > Technology: general issues > Technical design
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