Metaheuristic Computation A Performance Perspective is popular PDF and ePub book, written by Erik Cuevas in 2020-10-05, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Metaheuristic Computation A Performance Perspective can be Read Online from any device for your convenience.
Metaheuristic Computation A Performance Perspective Book PDF Summary
This book is primarily intended for undergraduate and postgraduate students of Science, Electrical Engineering, or Computational Mathematics. Metaheuristic search methods are so numerous and varied in terms of design and potential applications; however, for such an abundant family of optimization techniques, there seems to be a question which needs to be answered: Which part of the design in a metaheuristic algorithm contributes more to its better performance? Several works that compare the performance among metaheuristic approaches have been reported in the literature. Nevertheless, they suffer from one of the following limitations: (A)Their conclusions are based on the performance of popular evolutionary approaches over a set of synthetic functions with exact solutions and well-known behaviors, without considering the application context or including recent developments. (B) Their conclusions consider only the comparison of their final results which cannot evaluate the nature of a good or bad balance between exploration and exploitation. The objective of this book is to compare the performance of various metaheuristic techniques when they are faced with complex optimization problems extracted from different engineering domains. The material has been compiled from a teaching perspective.
Detail Book of Metaheuristic Computation A Performance Perspective PDF
- Author : Erik Cuevas
- Release : 05 October 2020
- Publisher : Springer Nature
- ISBN : 9783030581008
- Genre : Technology & Engineering
- Total Page : 281 pages
- Language : English
- PDF File Size : 16,6 Mb
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