Genetic Programming with Fitness Based on Model Checking

Autor:	Colin G. Johnson
Přispěvatelé:	Ebner, Marc, O'Neill, M., Ekart, Aniko, Vanneschi, L., Esparcia-Alcazar, Anna I.
Rok vydání:	2007
Předmět:	Model checking Computation tree logic Finite-state machine Theoretical computer science business.industry Computer science Computer programming Temporal logic Genetic programming Abstraction model checking Genetic program business QA76
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
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1bcaff35400b3de070d22c1f586e8792 https://doi.org/10.1007/978-3-540-71605-1_11 Zobrazit plný text záznamu