Description: Recent Advances in Evolutionary Multi-objective Optimization, Hardcover by Bechikh, Slim (EDT); Datta, Rituparna (EDT); Gupta, Abhishek (EDT), ISBN 3319429779, ISBN-13 9783319429779, Like New Used, Free P&P in the UK This book covers the most recent advances in the field of evolutionary multiobjective optimization. With the aim of drawing the attention of up-and coming scientists towards exciting prospects at the forefront of computational intelligence, the authors have made an effort to ensure that the ideas conveyed herein are accessible to the widest audience. Th begins with a summary of the basic concepts in multi-objective optimization. This is followed by brief discussions on various algorithms that have been proposed over the years for solving such problems, ranging from classical (mathematical) approaches to sophisticated evolutionary ones that are capable of seamlessly tackling practical challenges such as non-convexity, multi-modality, the presence of multiple constraints, etc. Thereafter, some of the key emerging aspects that are likely to shape future research directions in the field are presented. These include: optimization in dynamic environments, multi-objective bilevel programming, handling high dimensionality under many objectives, and evolutionary multitasking. In addition to theory and methodology, this book describes several real-world applications from various domains, which will expose the readers to the versatility of evolutionary multi-objective optimization.
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Book Title: Recent Advances in Evolutionary Multi-objective Optimization
Item Height: 235 mm
Item Width: 155 mm
Series: Adaptation, Learning, and Optimization
Author: Slim Bechikh, Abhishek Gupta, Rituparna Datta
Publication Name: Recent Advances in Evolutionary Multi-Objective Optimization
Format: Hardcover
Language: English
Publisher: Springer International Publishing A&G
Subject: Computer Science
Publication Year: 2016
Type: Textbook
Item Weight: 4144 g
Number of Pages: 179 Pages
