GPTSG: A Genetic Programming Test Suite Generator Using Information Theory Measures.
Alfredo IbiasDavid GriñánManuel NúñezPublished in: IWANN (1) (2019)
Keyphrases
- information theory
- genetic programming
- test suite
- shannon entropy
- information theoretic
- test cases
- regression testing
- statistical learning
- test suite reduction
- jensen shannon divergence
- symbolic regression
- conditional entropy
- evolutionary algorithm
- kullback leibler divergence
- statistical mechanics
- software testing
- relative entropy
- statistical physics
- mutation testing
- number of test cases
- mdl principle
- test sequences
- mutual information
- genetic algorithm
- testing process
- data sets
- video surveillance
- test set
- information geometry
- machine learning