1987
DOI: 10.1177/003754978704800408
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Epistemology of knowledge based simulation

Abstract: Combining artificial intelligence concepts with traditional simula tion methodologies yields a powerful design support tool known as knowledge based simulation. This approach turns a descrip tive simulation tool into a prescriptive tool, one which recom mends specific goals. Much work in the area of general goal pro cessing and explanation of recommendations remains to be done.

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Cited by 63 publications
(18 citation statements)
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“…The Level 2 survey requested that respondents rate the individual importance of simulation features from a list of over fifty potential features complied from the literature [16,17,18,19,20,21] and commercially available simulation packages. To ease understanding, the list was divided into categories (or steps).…”
Section: The Level 2 Surveymentioning
confidence: 99%
See 1 more Smart Citation
“…The Level 2 survey requested that respondents rate the individual importance of simulation features from a list of over fifty potential features complied from the literature [16,17,18,19,20,21] and commercially available simulation packages. To ease understanding, the list was divided into categories (or steps).…”
Section: The Level 2 Surveymentioning
confidence: 99%
“…Several authors [16,17,18,19,20,21] have proposed differing lists of important simulation features. Unfortunately, no research or commercial manufacturing-based simulation environment includes all of them.…”
Section: Introductionmentioning
confidence: 99%
“…A combinação da simulação tradicional com os conceitos de IA (em especial SE) gera uma poderosa ferramen ta de su porte ao projeto,conhecida como Simulação Baseada em Conhecimento (SBC) (Reddy, 1987). Essa abordagem tansforma a simulação, de uma ferramenta descritiva, numa ferramenta prescritiva.…”
Section: A Nova Simulaçãounclassified
“…Dentro do exposto, as atividades que caracterizam uma Simulação Baseada em Conhecimento, segundo Reddy (1987), são: a) Receber a descrição de um problema e sintetizar um modelo de simulação, consultando uma base de conehcimento apropriada; b) Receber uma meta (em forma de um conjunto de expectativas ou restrições), selecionarum modelo, determinar a performance, gerar o espaço de pesquisa dos cenários possíveis, rodare recomendar o cenário que satisfaz a meta estabelecida; c) Explicar a razão de certos cenários terem sido escolhidos e porque um cenário particular foi recomendado; d) Aprender da experiência; e) Apresentar o modelo resultante, com alto grau de tansparência para o usuário.…”
Section: Características Da Simulação Baseada Em Conhecimentounclassified
“…In this work, a combination of discrete event simulation and AI knowledge representation schemes, called knowledge-based simulation [7,9] has been employed to augment the intelligent robot models being developed in our research* [21] with vision and mobility. Such robots are intended to work as laboratory assistants in space-borne laboratory environments.…”
Section: Objectives and Approachesmentioning
confidence: 99%