Genetic Programming on Program Traces as an Inference Engine for Probabilistic Languages.
Vita BatishchevaAlexey PotapovPublished in: AGI (2015)
Keyphrases
- genetic programming
- computer programs
- execution traces
- fitness function
- evolutionary computation
- symbolic regression
- evolutionary algorithm
- probabilistic model
- financial forecasting
- gene expression programming
- genetic algorithm
- databases
- grammar guided genetic programming
- program execution
- regression problems
- expressive power
- programs written
- language independent
- automatic programming
- cross lingual
- target language
- uncertain data
- generative model
- natural language processing
- evolutionary approaches
- syntactic and semantic dependencies
- text summarization
- language identification
- probabilistic logic
- static analysis
- query translation
- object oriented
- machine learning