Automated modeling of physical systems

This book is based on the author's PhD thesis which was selected during the 1993 ACM Doctoral Dissertation Competition as one of the three best submissions. This monograph investigates the problem of selecting adequate models for reasoning about physical systems and applications to engineering...

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Detalhes bibliográficos
Autor principal: Nayak, P. Pandurang
Formato: Livre numérique
Idioma:Anglais
Publicado em: Berlin [etc.] : Springer [20..].
Cham : Springer Nature
coleção:Lecture notes in computer science. Lecture notes in artificial intelligence 1003
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Edition sous un autre format:• Automated modeling of physical systems, P. Pandurang Nayak, Berlin, Springer, 1995, 1 vol. (XX-232 p.), Lecture notes in artificial intelligence, 3-540-60641-6
• Automated Modeling of Physical Systems, Texte imprimé, 9783662195116
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505 0 |a Models and model fragments -- Adequate models -- Complexity of model selection -- Causal approximations -- Differential equations -- Order of magnitude reasoning -- Model selection program and results -- Related work -- Conclusions. 
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520 |a This book is based on the author's PhD thesis which was selected during the 1993 ACM Doctoral Dissertation Competition as one of the three best submissions. This monograph investigates the problem of selecting adequate models for reasoning about physical systems and applications to engineering problem solving. An elegant treatment of both the theoretical and practical sides are presented: the problem is precisely formalized, its computational complexity is analyzed in detail, and an efficient algorithm for finding adequate models is derived; on the practical side, a methodology for building systems that automatically construct adequate models is provided, and implementational aspects and tests are described. 
650 |a Informatique 
650 |a Simulation par ordinateur 
650 |a Intelligence artificielle 
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