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 smooth computing-texts, monographs, and magazine articles-there is still a significant hole within the literature. earlier, there was no entire source obtainable to a huge viewers but containing a intensity and breadth of knowledge that permits the reader to completely comprehend and effortlessly follow AI and smooth computing concepts.Artificial Intelligence and smooth Computing fills this hole. It offers either the normal and the fashionable facets of AI and tender computing in a transparent, insightful, and hugely finished sort. It presents an in-depth research of mathematical types and algorithms and demonstrates their functions in genuine international difficulties. starting with the behavioral point of view of "human cognition," the textual content covers the instruments and strategies required for its clever cognizance on machines. the writer addresses the classical aspects-search, symbolic common sense, making plans, and computer learning-in element and contains the most recent learn in those components. He introduces the trendy features of sentimental computing from first rules and discusses them in a fashion that permits a newbie to understand the topic. He additionally covers a few different best facets of AI study, together with nonmonotonic and spatio-temporal reasoning, wisdom acquisition, and masses extra. man made Intelligence and delicate Computing: Behavioral and Cognitive Modeling of the Human mind is exclusive for its various content material, transparent presentation, and total completeness. It offers a pragmatic, distinct creation that would turn out priceless to desktop technology practitioners and scholars in addition to to researchers migrating to the topic from different disciplines.

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Extra info for Artificial Intelligence and Soft Computing. Behavioral and Cognitive Modeling of the Human Brain

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The main research works carried out during this period include game playing and theorem proving. The concept of statespace approach for solving a problem, which is a useful tool for intelligent problem-solving even now, was originated during this period [27]. The period of classical AI research began with the publication of Shannon’s paper on chess (1950) [35] and ended with the publication by Feigenbaum and Feldman [10]. The major area of research covered under this period is intelligent search problems involved in game-playing and theoremproving.

Further, for minimizing possible corruption of program resources (say variables or procedures), concurrent computation may be realized in a fine grain distributed environment. Currently PROLOG and LISP machines are active areas of AI research, where the emphasis is to incorporate the above issues at the hardware and software levels. Most of these architectures are designed for research laboratories and are not available in the open commercial market to date. We hope for a better future for AI, when these special architectures will find extensive commercial exploitation.

In many circumstances, more than one rule is applicable to a given state for yielding different next states. This informally is referred to as non-determinism. Contrary to the case, when only one rule is applicable to a given state, this system is called deterministic. Generally AI problems are non-deterministic. The issues of determinism and nondeterminism are explained here with respect to an illustrative knowledge-based system. For instance, consider a knowledge base consisting of the following production rules and database.

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Artificial Intelligence and Soft Computing. Behavioral and Cognitive Modeling of the Human Brain by Amit Konar

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