Adaptive Learning by Genetic Algorithms pdf epub mobi txt 电子书 下载 2025
- theory
- game
- Complexity
- ACE
- 遗传算法
- 自适应学习
- 机器学习
- 优化算法
- 人工智能
- 进化计算
- 算法设计
- 数据挖掘
- 模式识别
- 计算智能
具体描述
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.
作者简介
目录信息
Introduction....Pages 1-5
Bounded Rationality and Artificial Intelligence....Pages 7-39
Genetic Algorithms....Pages 41-69
Genetic Algorithms with a State Dependent Fitness Function....Pages 71-96
Genetic Learning in Evolutionary Games....Pages 97-119
Simulations with Genetic Algorithms in Economic Systems....Pages 121-159
Stability and Encoding....Pages 161-168
Conclusions....Pages 169-170
Back Matter....Pages 171-200
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