Real-World Applications of Genetic Algorithms / / edited by Olympia Roeva.

The book addresses some of the most recent issues, with the theoretical and methodological aspects, of evolutionary multi-objective optimization problems and the various design challenges using different hybrid intelligent approaches. Multi-objective optimization has been available for about two dec...

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Bibliographic Details
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Place / Publishing House:Rijeka : : InTech,, 2012.
©2012
Year of Publication:2012
Language:English
Physical Description:1 online resource (xi, 378 pages) :; illustrations
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588 |a Description based on: online resource; title from PDF information screen (InTech, viewed October 17, 2022). 
504 |a Includes bibliographical references. 
520 |a The book addresses some of the most recent issues, with the theoretical and methodological aspects, of evolutionary multi-objective optimization problems and the various design challenges using different hybrid intelligent approaches. Multi-objective optimization has been available for about two decades, and its application in real-world problems is continuously increasing. Furthermore, many applications function more effectively using a hybrid systems approach. The book presents hybrid techniques based on Artificial Neural Network, Fuzzy Sets, Automata Theory, other metaheuristic or classical algorithms, etc. The book examines various examples of algorithms in different real-world application domains as graph growing problem, speech synthesis, traveling salesman problem, scheduling problems, antenna design, genes design, modeling of chemical and biochemical processes etc. 
546 |a English 
650 0 |a Artificial intelligence. 
650 0 |a Genetic algorithms. 
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