EAN: 9783319429779

RECENT ADVANCES IN EVOLUTIONARY MULTI-OBJECTIVE...

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. The book
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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