Evolutionary Computation Techniques A Comparative Perspective is popular PDF and ePub book, written by Erik Cuevas in 2016-12-28, 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, Evolutionary Computation Techniques A Comparative Perspective can be Read Online from any device for your convenience.
Evolutionary Computation Techniques A Comparative Perspective Book PDF Summary
This book compares the performance of various evolutionary computation (EC) techniques when they are faced with complex optimization problems extracted from different engineering domains. Particularly focusing on recently developed algorithms, it is designed so that each chapter can be read independently. Several comparisons among EC techniques have been reported in the literature, however, they all suffer from one limitation: 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. In each chapter, a complex engineering optimization problem is posed, and then a particular EC technique is presented as the best choice, according to its search characteristics. Lastly, a set of experiments is conducted in order to compare its performance to other popular EC methods.
Detail Book of Evolutionary Computation Techniques A Comparative Perspective PDF
- Author : Erik Cuevas
- Release : 28 December 2016
- Publisher : Springer
- ISBN : 9783319511092
- Genre : Technology & Engineering
- Total Page : 236 pages
- Language : English
- PDF File Size : 20,7 Mb
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