Adaptive Learning by Genetic Algorithms

Adaptive Learning by Genetic Algorithms Analytical Results and Applications to Economic Models

2nd, Revised a enlarged Edition 1999

Hardback (15 Apr 1999)

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Publisher's Synopsis

The fact that I have the opportunity to present a second edition of this monograph is an indicator for the growing size of the community concerned with agent-based computational economics. The rapid developments in this field make it very difficult to keep a volume like this, which is partly devoted to surveying the literature, up to date. I have done my best to incorporate the relevant new developments in this revised edition but it is in the nature of such a work that the selection of material covered is biased by the authors personal interest and his informational constraints. My apologies go to all researchers in this field whose work is not or not adequately represented in this book. Besides the correction of some errors and typos several additions have been made. In the literature survey sections 2.4 (which was also reorganized) and 3.5 new material was added. I have also added a new section in chapter 3 which deals with the question how well empirically observed phenomena can be explained by GA simulations. A new section in chapter 6 presents a rather extensive analysis of the behavior of a two population GA in the framework of a sealed bid double auction market. Further minor additions and changes were made throughout the text.

Book information

ISBN: 9783540656074
Publisher: Springer Berlin Heidelberg
Imprint: Springer
Pub date:
Edition: 2nd, Revised a enlarged Edition 1999
Language: English
Number of pages: 200
Weight: 1080g
Height: 234mm
Width: 156mm
Spine width: 14mm