文章基本信息

标题：Fuzzy Petri Nets for Human Behavior Verification and Validation
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作者：M Kouzehgar ; M. A. Badamchizadeh ; S. Khanmohammadi 等
期刊名称：International Journal of Advanced Computer Science and Applications(IJACSA)
印刷版ISSN：2158-107X
电子版ISSN：2156-5570
出版年度：2011
卷号：2
期号：12
DOI：10.14569/IJACSA.2011.021216
出版社：Science and Information Society (SAI)
摘要：Regarding the rapid growth of the size and complexity of simulation applications, designing applicable and affordable verification and validation (V&V) structures is an important problem. On the other hand, nowadays human behavior models are principles to make decision in many simulations and in order to have valid decisions based on a reliable human decision model, first the model must pass the validation and verification criteria. Usually human behavior models are represented as fuzzy rule bases. In all the recent works, V&V process is applied on a ready given rule-base. In this work, we are first supposed to construct a fuzzy rule-base and then apply the V&V process on it. Considering the professor-student interaction as the case-study, in order to construct the rule base, a questionnaire is designed in a special way to be transformed to a hierarchical fuzzy rule-base. The constructed fuzzy rule base is then mapped to a fuzzy Petri net and then within the verification (generating and searching the reachability graph) and validation (reasoning the Petri net) process is searched for probable structural and semantic errors.
关键词：thesai; IJACSA; thesai.org; journal; IJACSA papers; human behavior; verification; validation; high-level fuzzy Petri nets; fuzzy rules.