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Evolutionary Algorithms
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  • Title Evolutionary Algorithms
  • Author(s) Eisuke Kita
  • Publisher: IN-TECH (April, 2011)
  • License(s): Attribution 3.0 Unported (CC BY 3.0)
  • Hardcover 584 pages
  • eBook Online, HTML, PDF
  • Language: English
  • ISBN-10: N/A
  • ISBN-13: 978-953-307-171-8
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Book Description

Evolutionary Algorithms are bio-inspired algorithms based on Darwin’s theory of evolution. They are expected to provide non-optimal but good quality solutions to problems whose resolution is impracticable by exact methods.

Evolutionary algorithms are successively applied to wide optimization problems in the engineering, marketing, operations research, and social science, such as include scheduling, genetics, material selection, structural design and so on. Apart from mathematical optimization problems, evolutionary algorithms have also been used as an experimental framework within biological evolution and natural selection in the field of artificial life.

About the Authors
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