P. Pandurang Nayak
Automated Modeling of Physical Systems
Paperback Engels 1995 1995e druk 9783540606413
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Samenvatting
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.
Specificaties
ISBN13:9783540606413
Taal:Engels
Bindwijze:paperback
Aantal pagina's:238
Uitgever:Springer Berlin Heidelberg
Druk:1995
Hoofdrubriek:Automatisering algemeen, Computer en informatica
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Inhoudsopgave
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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