Applied Evolutionary Algorithms for Engineers using Python

By: Leonardo Azevedo Scardua

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Synopsis: Applied Evolutionary Algorithms for Engineers with Python is written for students, scientists and engineers who need to apply evolutionary algorithms to practical optimization problems. The presentation of the theoretical background is complemented with didactical Python implementations of evolutionary algorithms that researchers have recently applied to complex optimization problems. Cases of successful application of evolutionary algorithms to real-world like optimization problems are presented, together with source code that allows the reader to gain insight into the idiosyncrasies of the practical application of evolutionary algorithms. Key Features Includes detailed descriptions of evolutionary algorithm paradigms Provides didactic implementations of the algorithms in Python, a programming language that has been widely adopted by the AI community Discusses the application of evolutionary algorithms to real-world optimization problems Presents successful cases of the application of evolutionary algorithms to complex optimization problems, with auxiliary source code.

Book Quality:: Publisher Quality
Book Size:: 225 Pages
ISBN-13:: 9781000349801
Related ISBNs:: 9780367711368, 9780429298028, 9780367263133
Publisher:: CRC Press
Date of Addition:: 06/14/21
Copyrighted By:: Taylor & Francis Group, LLC. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publisher
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.