New Achievements in Evolutionary Computation

Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm...

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Bibliographic Details
Main Author: Peter Korosec
Format: eBook
Language:English
Published: IntechOpen 2010
Subjects:
Computer architecture & logic design
Computer architecture and logic design
Computer science
Computing and Information Technology
ISBN:9535158538, 9789535158530, 9789533070537, 9533070536
Online Access:Get full text
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Abstract Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation.
AbstractList Evolutionary computation has been widely used in computer science for decades. Eventhough it started as far back as the 1960s with simulated evolution, the subject is stillevolving. During this time, new metaheuristic optimization approaches, like evolutionaryalgorithms, genetic algorithms, swarm intelligence, etc., were being developed and newfields of usage in artificial intelligence, machine learning, combinatorial and numericaloptimization, etc., were being explored. However, even with so much work done, novelresearch into new techniques and new areas of usage is far from over. This book presentssome new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers incomputer science, and anyone else with an interest in learning about the latestdevelopments in evolutionary computation.
Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation.
Author Peter Korosec
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Snippet Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the...
Evolutionary computation has been widely used in computer science for decades. Eventhough it started as far back as the 1960s with simulated evolution, the...
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Computer architecture and logic design
Computer science
Computing and Information Technology
Title New Achievements in Evolutionary Computation
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