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Autonomous Systems: Developments and Trends by Herwig Unger, Kyandoghere Kyamaky, Janusz Kacprzyk - Paperback
1,112.51 AED

Autonomous Systems: Developments and Trends by Herwig Unger, Kyandoghere Kyamaky, Janusz Kacprzyk - Paperback

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Category Type
Information Technology
ISBN
9783642270772
Author
Herwig Unger, Kyandoghere Kyamaky, Janusz Kacprzyk
Publisher
Springer
Description:

Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches.

The author takes a different approach in this textbook by focusing on the users' needs and answering ...

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PRODUCT INFORMATION

  •  

    Specifications

    Category Type
    Information Technology
    ISBN
    9783642270772
    Languages
    English
    Item EAN
    2724437228810
    People
    Author
    Herwig Unger, Kyandoghere Kyamaky, Janusz Kacprzyk
    Category Type
    Information Technology
    ISBN
    9783642270772
    Languages
    English
    Item EAN
    2724437228810
    People
    Author
    Herwig Unger, Kyandoghere Kyamaky, Janusz Kacprzyk
    People
    Publisher
    Springer
    Technical Information
    Binding
    Paperback
    Languages and countries
    Book Language
    English
    Read more
  •  

    Description:

    Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches.

    The

    Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches.

    The author takes a different approach in this textbook by focusing on the users' needs and answering three fundamental questions: First, he tells us which problems modern heuristics are expected to perform well on, and which should be left to traditional optimization methods. Second, he teaches us to systematically design the "right" modern heuristic for a particular problem by providing a coherent view on design elements and working principles. Third, he shows how we can make use of problem-specific knowledge for the design of efficient and effective modern heuristics that solve not only small toy problems but also perform well on large real-world problems.

    This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use.

    This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use.

    This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use.

    Product Features:
    • Category: Information Technology
    • Binding: Paperback
    • Language of Text: English
    • Author(s): Franz Rothlauf
    • Publisher: Springer
    • ISBN: 9783642270703
    • Number of Pages: 267
    • Dimensions: 9.21 x 6.14 x 0.59 inches
 

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