Genetic Programming with Fitness Based on Model Checking
Autor: | Colin G. Johnson |
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Přispěvatelé: | Ebner, Marc, O'Neill, M., Ekart, Aniko, Vanneschi, L., Esparcia-Alcazar, Anna I. |
Rok vydání: | 2007 |
Předmět: | |
Zdroj: | Lecture Notes in Computer Science ISBN: 9783540716020 EuroGP |
ISSN: | 0302-9743 |
Popis: | Model checking is a way of analysing programs and program-like structures to decide whether they satisfy a list of temporal logic statements describing desired behaviour. In this paper we apply this to the fitness checking stage in an evolution strategy for learning finite state machines. We give experimental results consisting of learning the control program for a vending machine. |
Databáze: | OpenAIRE |
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