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Advances in Evolutionary Algorithms: Theory, Design and Practice by Chang Wook Ahn - Paperback
810.60 AED

Advances in Evolutionary Algorithms: Theory, Design and Practice by Chang Wook Ahn - Paperback

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Category Type
Mathematics
ISBN
9783642068607
Author
Chang Wook Ahn
Publisher
Springer
Description:

Every real-world problem from economic to scientific and engineering fields is ultimately confronted with a common task, viz., optimization. Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of ...

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PRODUCT INFORMATION

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    Specifications

    Category Type
    Mathematics
    ISBN
    9783642068607
    Languages
    English
    Item EAN
    2724437187520
    People
    Author
    Chang Wook Ahn
    Category Type
    Mathematics
    ISBN
    9783642068607
    Languages
    English
    Item EAN
    2724437187520
    People
    Author
    Chang Wook Ahn
    People
    Publisher
    Springer
    Technical Information
    Binding
    Paperback
    Languages and countries
    Book Language
    English
    Read more
  •  

    Description:

    Every real-world problem from economic to scientific and engineering fields is ultimately confronted with a common task, viz., optimization. Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal

    Every real-world problem from economic to scientific and engineering fields is ultimately confronted with a common task, viz., optimization. Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated:

    • Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines.
    • Demonstrating the practical use of the suggested road map.
    • Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications.
    • Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain.
    • Opening an important track for multiobjective GEA research that relies on decomposition principle.

    This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation.

    Product Features:
    • Category: Mathematics
    • Binding: Paperback
    • Language of Text: English
    • Author(s): Chang Wook Ahn
    • Publisher: Springer
    • ISBN: 9783642068607
    • Number of Pages: 172
    • Dimensions: 9.21 x 6.14 x 0.4 inches
 

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