The GA-P: a genetic algorithm and genetic programming hybrid
- Resource Type
- Periodical
- Authors
- Howard, L.M.; D'Angelo, D.J.
- Source
- IEEE Expert. 10(3):11-15 Jun, 1995
- Subject
- Computing and Processing
Genetic algorithms
Genetic programming
Input variables
Equations
Statistical analysis
Knowledge based systems
Evolutionary computation
- Language
- ISSN
- 0885-9000
2374-9407
The GA-P performs symbolic regression by combining the traditional genetic algorithms function optimization strength with the genetic-programming paradigm to evolve complex mathematical expressions capable of handling numeric and symbolic data. This technique should provide new insights into poorly understood data relationships.ETX