Banzhaf, Wolfgang
Linear Genetic Programming
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
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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