Artificial intelligence and soft computing: behavioral and by Amit Konar PDF

By Amit Konar

ISBN-10: 0849313856

ISBN-13: 9780849313851

With the entire fabric to be had within the box of man-made intelligence (AI) and tender computing-texts, monographs, and magazine articles-there continues to be a major hole within the literature. beforehand, there was no accomplished source available to a large viewers but containing a intensity and breadth of knowledge that allows the reader to completely comprehend and effectively practice AI and tender computing concepts.Artificial Intelligence and gentle Computing fills this hole. It offers either the conventional and the fashionable facets of AI and gentle computing in a transparent, insightful, and hugely finished sort. It presents an in-depth research of mathematical versions and algorithms and demonstrates their functions in actual international difficulties. starting with the behavioral standpoint of "human cognition," the textual content covers the instruments and methods required for its clever awareness on machines. the writer addresses the classical aspects-search, symbolic common sense, making plans, and desktop learning-in aspect and comprises the most recent learn in those components. He introduces the fashionable points of soppy computing from first ideas and discusses them in a fashion that allows a newbie to understand the topic. He additionally covers a few different best features of AI examine, together with nonmonotonic and spatio-temporal reasoning, wisdom acquisition, and masses extra. synthetic Intelligence and gentle Computing: Behavioral and Cognitive Modeling of the Human mind is exclusive for its various content material, transparent presentation, and total completeness. It presents a pragmatic, specified creation that might turn out precious to laptop technology practitioners and scholars in addition to to researchers migrating to the topic from different disciplines.

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D. thesis, Jadavpur University, Calcutta, 1994. , Neural Networks and Fuzzy Systems, Prentice-Hall, Englewood Cliffs, NJ, 1994. , Schwecke, E. , Uncertainty and Vagueness in Knowledge Based Systems, Springer-Verlag, Berlin, 1991. , The Age of Intelligent Machines, MIT Press, Cambridge, 1990. [18] Luger, G. F. and Stubblefield, W. , Artificial Intelligence: Structures and Strategies for Complex Problem Solving, Benjamin/Cummings, Menlo Park, CA, 1993. [19] Mamdani, E. , Application of fuzzy set theory to control systems, in Fuzzy Automata and Decision Processes, Gupta, M.

4: AI, its parent disciplines and application areas. 1 The Subject of AI The subject of AI was originated with game-playing and theorem-proving programs and was gradually enriched with theories from a number of parent disciplines. As a young discipline of science, the significance of the topics covered under the subject changes considerably with time. At present, the topics which we find significant and worthwhile to understand the subject are outlined below: Tongue position adjustment Motor Nerve BRAIN Voice System of Learning System of the Child the Child Child’s pronunciation _ Auditory Nerve Voice System of the + Hearing System Mother of the Child Mother’s pronunciation Fig.

Reasoning in the presence of imprecision of data and uncertainty of knowledge is a complex problem. Various tools and techniques have been devised for reasoning under incomplete data and knowledge. Some of these techniques employ i) stochastic ii) fuzzy and iii) belief network models [16]. In a stochastic reasoning model, the system can have transition from one given state to a number of states, such that the sum of the probability of transition to the next states from the given state is strictly unity.

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Artificial intelligence and soft computing: behavioral and cognitive modeling of the human brain by Amit Konar


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