Springerbriefs in mathematics multi objective optimization problems
Direct beschikbaar
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.
- 1 Bekijk alle specificaties
Taal: en
Bindwijze: E-book
Oorspronkelijke releasedatum: 03 juli 2017
Ebook Formaat: Adobe ePub
Illustraties: Nee
Hoofdauteur: Fran Sergio Lobato
Tweede Auteur: Valder Steffen Jr.
Hoofduitgeverij: Springer
Lees dit ebook op: Android (smartphone en tablet)
Lees dit ebook op: Kobo e-reader
Lees dit ebook op: Desktop (Mac en Windows)
Lees dit ebook op: iOS (smartphone en tablet)
Lees dit ebook op: Windows (smartphone en tablet)
Editie: 1st ed. 2017
Studieboek: Nee
EAN: 9783319585659