Representations for Genetic and Evolutionary Algorithms

Franz Rothlauf

ISBN 10: 3790814962 / ISBN 13: 9783790814965

Verlag: Physica/SV SPRINGER V., 2002

Beschreibung

This is a fine, as new, first edition copy, no DJ, blue-brown spine.

Bestandsnummer des Verkäufers 087188

Bibliografische Details

• Titel: Representations for Genetic and Evolutionary Algorithms
• Verlag: Physica/SV SPRINGER V.
• Erscheinungsjahr: 2002
• Sprache: Englisch
• ISBN-10: 3790814962
• ISBN-13: 9783790814965
• Einband: Hardcover
• Auflage: First Edition, First Printing
• Zustand: Fine
• Zustand des Schutzumschlags: No DJ

Über diesen Titel

Inhaltsangabe

In the field of genetic and evolutionary algorithms (GEAs), much theory and empirical study has been heaped upon operators and test problems, but problem representation has often been taken as given. This monograph studies a number of critical elements of a theory of representations for GEAs and applies them to the empirical study of various important idealized test functions and problems of commercial import. The book considers basic concepts of representations, such as redundancy, scaling and locality and describes how GEAs' performance is influenced. Using the developed theory representations can be analyzed and designed in a theory-guided manner. The theoretical concepts are used as examples for efficiently solving integer optimization problems and network design problems. The results show that proper representations are crucial for GEAs' success.