Read e-book online Artificial intelligence and soft computing: behavioral and PDF

By Amit Konar

ISBN-10: 0849313856

ISBN-13: 9780849313851

With the entire fabric on hand within the box of artificialintelligence (AI) and smooth computing-texts, monographs, and magazine articles-there continues to be a significant hole within the literature. earlier, there was no finished source obtainable to a huge viewers but containing a intensity and breadth of knowledge that permits the reader to totally comprehend and simply observe AI and tender computing concepts.Artificial Intelligence and delicate Computing fills this hole. It provides either the conventional and the trendy points of AI and delicate computing in a transparent, insightful, and hugely finished type. It offers an in-depth research of mathematical types and algorithms and demonstrates their functions in actual international problems.Beginning with the behavioral viewpoint 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 good judgment, making plans, and laptop learning-in element and contains the most recent examine in those parts. He introduces the fashionable points of soppy computing from first rules and discusses them in a way that allows a newbie to understand the topic. He additionally covers a few different prime points of AI study, together with nonmonotonic and spatio-temporal reasoning, wisdom acquisition, and masses moreArtificial Intelligence and delicate Computing: Behavioral and Cognitive Modeling of the Human mind is exclusive for its assorted content material, transparent presentation, and total completeness. It offers a realistic, distinct advent that might turn out beneficial to laptop technological know-how 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 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. , Saridies, G. N. and Gaines, B. , Oxford University Press, Amsterdam, New York, pp. 77-88, 1977. [20] Mark, S. Introduction to Knowledge Systems, Morgan Kaufmann, San Mateo, CA, Chapter 5, pp.

However, the Neighborhood search AI method [35] adopted for this problem is useful for the following reason. The design of the AI algorithm should be such that the time required for solving the problem is a polynomial (and not an exponential) function of the size (dimension) of the problem. When the computational time is an exponential function of the dimension of the problem, we call it a combinatorial exploration problem. Further, the number of variables to be used for solving an AI problem should also be minimum, and should not increase with the dimension of the problem.

The scope of AI in building the proposed model of cognition has also been briefly outlined. 1 Introduction The word ‘cognition’ generally refers to a faculty of mental activities dealing with abstraction of information from a real world scenario, their representation and storage in memory and automatic recall [27]. It also includes construction of higher level percepts from primitive/low level information/knowledge, hereafter referred to as perception. The chapter is an outgrowth of the last thirty years’ research in neurocomputing and cognitive science.

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


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