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

By Amit Konar

ISBN-10: 0849313856

ISBN-13: 9780849313851

With all of the fabric on hand within the box of man-made intelligence (AI) and smooth computing-texts, monographs, and magazine articles-there is still a major hole within the literature. in the past, there was no entire source obtainable to a huge viewers but containing a intensity and breadth of data that permits the reader to totally comprehend and effortlessly follow AI and tender computing concepts.Artificial Intelligence and delicate Computing fills this hole. It offers either the conventional and the fashionable features of AI and tender computing in a transparent, insightful, and hugely accomplished variety. It offers an in-depth research of mathematical types and algorithms and demonstrates their functions in genuine international difficulties. starting with the behavioral standpoint 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 desktop learning-in aspect and contains the newest study in those parts. He introduces the trendy facets of sentimental computing from first ideas and discusses them in a way that permits a newbie to understand the topic. He additionally covers a couple of different best points of AI learn, together with nonmonotonic and spatio-temporal reasoning, wisdom acquisition, and masses extra. man made Intelligence and tender Computing: Behavioral and Cognitive Modeling of the Human mind is exclusive for its assorted content material, transparent presentation, and total completeness. It presents a realistic, designated creation that would turn out worthy to laptop technological know-how practitioners and scholars in addition to to researchers migrating to the topic from different disciplines.

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Additional info for Artificial intelligence and soft computing: behavioral and cognitive modeling of the human brain

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It elucidates various models of cognition to represent different types of sensory information and their integration on memory for understanding and reasoning with the real world context. It also outlines the process of construction of mental imagery from the real instances for subsequent usage in understanding complex three-dimensional objects. The chapter starts with the cognitive perspective of pattern recognition. It covers elementary matching of ‘sensory instances’ with identical ‘templates’ saved in memory.

Psychology Computer Science Artificial Intelligence * Reasoning * Learning * Planning * Perception * Knowledge acquisition * Intelligent search * Uncertainty management *Others Subjects covered under AI Game Playing Theorem Proving Language & Image Understanding Robotics & Navigation APPLICATION AREAS OF AI Fig. 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.

To summarize, this period includes research on both theories and practical aspects of AI. 6 Characteristic Requirements for the Realization of the Intelligent Systems The AI problems, irrespective of their type, possess a few common characteristics. Identification of these characteristics is required for designing a common framework for handling AI problems. Some of the well-known characteristic requirements for the realization of the intelligent systems are listed below. 1 Symbolic and Numeric Computation on Common Platform It is clear from the previous sections that a general purpose intelligent machine should be able to perform both symbolic and numeric computations on a common platform.

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


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