Why evolution is not a good paradigm for program induction: a critique of genetic programming.
John R. WoodwardRuibin BaiPublished in: GEC Summit (2009)
Keyphrases
- genetic programming
- grammatical evolution
- symbolic regression
- fitness function
- functional programs
- program synthesis
- gene expression programming
- evolutionary algorithm
- automatic programming
- regression problems
- evolutionary computation
- grammar guided genetic programming
- classification rules
- financial forecasting
- inductive learning
- genetic algorithm
- evolutionary process
- test cases
- artificial life
- declarative programming
- data sets
- machine learning
- evolution process
- software evolution
- computer programs
- temporal evolution
- feature selection
- information systems
- program execution
- induction algorithms
- information retrieval
- programming environment
- multi agent
- concept learning
- database