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Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time by Marco Tomassini - Paperback
338.10 AED

Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time by Marco Tomassini - Paperback

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338.10 AED 

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Category Type
Information Technology
ISBN
9783642063398
Author
Marco Tomassini
Publisher
Springer
Description:

Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed ...

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PRODUCT INFORMATION

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    Specifications

    Category Type
    Information Technology
    ISBN
    9783642063398
    Languages
    English
    Item EAN
    2724437186448
    People
    Author
    Marco Tomassini
    Category Type
    Information Technology
    ISBN
    9783642063398
    Languages
    English
    Item EAN
    2724437186448
    People
    Author
    Marco Tomassini
    People
    Publisher
    Springer
    Technical Information
    Binding
    Paperback
    Languages and countries
    Book Language
    English
    Read more
  •  

    Description:

    Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured

    Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks.

    The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.

    Product Features:
    • Category: Information Technology
    • Binding: Paperback
    • Language of Text: English
    • Author(s): Marco Tomassini
    • Publisher: Springer
    • ISBN: 9783642063398
    • Number of Pages: 193
    • Dimensions: 9.21 x 6.14 x 0.44 inches
 

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