Description

Book Synopsis
Comprehensive coverage of this growing area of research. Carefully introduces each algorithm with examples and in-depth discussion. Includes many applications to real-world problems, including engineering design and scheduling. Accessible to those with limited knowledge of multi-objective optimization and evolutionary algorithms.

Table of Contents
Foreword.

Preface.

Prologue.

Multi-Objective Optimization.

Classical Methods.

Evolutionary Algorithms.

Non-Elitist Multi-Objective Evolutionary Algorithms.

Elitist Multi-Objective Evolutionary Algorithms.

Constrained Multi-Objective Evolutionary Algorithms.

Salient Issues of Multi-Objective Evolutionary Algorithms.

Applications of Multi-Objective Evolutionary Algorithms.

Epilogue.

References.

Index.

MultiObjective Optimization Using Evolutionary

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    A Paperback / softback by Kalyanmoy Deb

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      Publisher: John Wiley & Sons Inc
      Publication Date: 28/10/2008
      ISBN13: 9780470743614, 978-0470743614
      ISBN10: 0470743611
      Also in:
      Mathematics

      Description

      Book Synopsis
      Comprehensive coverage of this growing area of research. Carefully introduces each algorithm with examples and in-depth discussion. Includes many applications to real-world problems, including engineering design and scheduling. Accessible to those with limited knowledge of multi-objective optimization and evolutionary algorithms.

      Table of Contents
      Foreword.

      Preface.

      Prologue.

      Multi-Objective Optimization.

      Classical Methods.

      Evolutionary Algorithms.

      Non-Elitist Multi-Objective Evolutionary Algorithms.

      Elitist Multi-Objective Evolutionary Algorithms.

      Constrained Multi-Objective Evolutionary Algorithms.

      Salient Issues of Multi-Objective Evolutionary Algorithms.

      Applications of Multi-Objective Evolutionary Algorithms.

      Epilogue.

      References.

      Index.

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