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Evolutionary Computation Techniques: A Comparative Perspective

Produktform: Buch / Einband - flex.(Paperback)

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.weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Sprache(n): Englisch

ISBN: 978-3-319-84568-5 / 978-3319845685 / 9783319845685

Verlag: Springer International Publishing

Erscheinungsdatum: 07.07.2018

Seiten: 222

Auflage: 1

Autor(en): Erik Cuevas, Diego Oliva, Valentín Osuna

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