Banzhaf, Wolfgang
Linear Genetic Programming
Table of contents
1. Introduction
Part I. Fundamental Analysis
2. Basic Concepts of Linear Genetic Programming
3. Characteristics of the Linear Representation
4. A Comparison with Neural Networks
Part II. Method Design
5. Linear Genetic Operators I — Segment Variations
6. Linear Genetic Operators II — Instruction Mutations
7. Analysis of Control Parameters
8. A Comparison with Tree-Based Genetic Programming
Part III. Advanced Techniques and Phenomena
9. Control of Diversity and Variation Step Size
10. Code Growth and Neutral Variations
11. Evolution of Program Teams
12. Epilogue
DRM-restrictions
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Keywords: COMPUTERS / Computer Science COM014000
- Author(s)
- Banzhaf, Wolfgang
- Brameier, Markus F.
- Publisher
- Springer
- Publication year
- 2007
- Language
- en
- Edition
- 1
- Category
- Information Technology, Telecommunications
- Format
- Ebook
- eISBN (PDF)
- 9780387310305
