Artificial Intelligence, Simulation and Modelling

Lawrence E. Widman, etc. (Autoren)

Buch | Hardcover

576 Seiten

1989
John Wiley & Sons Inc (Verlag)
978-0-471-60599-7 (ISBN)

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This interdisciplinary approach to computer modelling addresses the theoretical underpinnings of artificial intelligence and simulation, the application of simulation techniques to current problems in AI research and the application of AI methods to simulation.

This interdisciplinary approach to computer modelling addresses both traditional simulationists seeking the greater representational flexibility and ease that Artificial Intelligence techniques offer, and computer scientists seeking the greater power and realism that rigorous simulation techniques can provide. The first section reveals the theoretical underpinnings of AI and simulation, with the second section describing application of simulation techniques to current problems in AI research. The third section discusses application of AI methods to simulation.

Part 1 Conceptual bases for artificial intelligence and simulation: the nature of modeling; process abstraction in simulation modeling; problems with problem-solving in parallel: the poligon system. Part 2 Reasoning by simulation in artificial intelligence systems: qualitative reasoning with causal models in diagnosis of complex systems; constructing qualitative domain maps from qualitative simulation models; issues in qualitative reasoning about diffusional processes. Part 3 Applying artificial intelligence to enrich simulation: the role of causal and noncausal constraints in steady-state qualitative modeling; a hybrid paradigm for modeling of complex systems; a hierarchical framework for learning control.

Erscheint lt. Verlag	1.11.1989
Zusatzinfo	index
Verlagsort	New York
Sprache	englisch
Maße	43 x 63 mm
Gewicht	879 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	0-471-60599-9 / 0471605999
ISBN-13	978-0-471-60599-7 / 9780471605997
Zustand	Neuware