Multi-Objective Optimization Problems

Name: Multi-Objective Optimization Problems
Brand: Springer International Publishing AG
SKU: 9783319585642
Price: 304.16 RON
Availability: InStock

Autor: Fran Sérgio Lobato, Valder Steffen Jr.

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Editura: Springer International Publishing AG

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

Informații despre carte

Autor

Fran Sérgio Lobato, Valder Steffen Jr.

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2017

Pagini

160

EAN

9783319585642

ISBN

3319585649

Enbook ID

16190192

Editura

Springer International Publishing AG

Greutate

2818

Dimensiuni

155 x 235 x 9

Descriere completă

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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