Multi Objective Optimization Problems is popular PDF and ePub book, written by Fran Sérgio Lobato in 2017-07-03, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Multi Objective Optimization Problems can be Read Online from any device for your convenience.
Multi Objective Optimization Problems Book PDF Summary
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.
Detail Book of Multi Objective Optimization Problems PDF
- Author : Fran Sérgio Lobato
- Release : 03 July 2017
- Publisher : Springer
- ISBN : 9783319585659
- Genre : Mathematics
- Total Page : 170 pages
- Language : English
- PDF File Size : 8,9 Mb
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