Multi-Objective Optimization Problems

Name: Multi-Objective Optimization Problems
Brand: Springer International Publishing AG
SKU: 9783319585642
Price: 1260 CZK
Availability: InStock

Autor: Fran Sérgio Lobato, Valder Steffen Jr.

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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This book is aimed at undergraduate and graduate students in applied mathematics or computer science...

Informace o knize

Autor

Fran Sérgio Lobato, Valder Steffen Jr.

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2017

Stránek

160

EAN

9783319585642

ISBN

3319585649

Enbook ID

16190192

Vydavatel

Springer International Publishing AG

Hmotnost

2818

Rozměry

155 x 235 x 9

Kompletní popis

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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