Linear Genetic Programming
- Author
- Markus F. Brameier, Wolfgang Banzhaf
- Publication Year
- 2007
- Publisher
- Springer
- Language
- English
- Document Type
- Book
- Faculty / Subject Heading
- Computer Science
- Download Book Read book
Linear Genetic Programming examines the evolution of imperative computer programs written as linear sequences of instructions. In contrast to functional expressions or syntax trees used in traditional Genetic Programming (GP), Linear Genetic Programming (LGP) employs a linear program structure as genetic material whose primary characteristics are exploited to achieve acceleration of both execution time and evolutionary progress.
Keywords: Computer science / Step Size Control / Syntax / Algorithms / Code growth / Diversity control / Evolutionary algorithm / Genetic algorithms / Genetic operators / Genetic programming / Learning / Linear genetic programming / Machine learning / Neutral variations / Optimization / Programming
