Article
Chemical genetic algorithms--evolutionary optimization of binary-to-real-value translation in genetic algorithms.
Artificial life - 1 Jan 2006
Suzuki Hideaki, Sawai Hidefumi, Piaseczny Wojciech
Abstract excerpt
A chemical genetic algorithm (CGA) in which several types of molecules (information units) react with each other in a cell is proposed. Not only the information in DNA, but also smaller molecules responsible for the transcription and translation of DNA into amino acids, are adaptively changed during evolution, which optimizes the fundamental mapping from binary substrings in DNA ( genotype) to real values for a...
Topics
- Algorithms
- Artificial Intelligence
- Biological Evolution
- DNA
- Genotype
- Models, Chemical
- Models, Genetic
- Phenotype