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  3. Search Methods in Artificial Intelligence
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  • Publisher:
    Cambridge University Press
    Publication date:
    30 April 2024
    24 October 2024
    ISBN:
    9781009284349
    9781009284325
    DOI:
    https://doi.org/10.1017/9781009284349
    Dimensions:
    (244 x 170 mm)
    Weight & Pages:
    0.93kg, 480 Pages
    Dimensions:
    Weight & Pages:
    • Subjects:
    Computer Science, Artificial Intelligence and Natural Language Processing
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    Subjects:
    Computer Science, Artificial Intelligence and Natural Language Processing
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    Book description

    This book is designed to provide in-depth knowledge on how search plays a fundamental role in problem solving. Meant for undergraduate and graduate students pursuing courses in computer science and artificial intelligence, it covers a wide spectrum of search methods. Readers will be able to begin with simple approaches and gradually progress to more complex algorithms applied to a variety of problems. It demonstrates that search is all pervasive in artificial intelligence and equips the reader with the relevant skills. The text starts with an introduction to intelligent agents and search spaces. Basic search algorithms like depth first search and breadth first search are the starting points. Then, it proceeds to discuss heuristic search algorithms, stochastic local search, algorithm A*, and problem decomposition. It also examines how search is used in playing board games, deduction in logic and automated planning. The book concludes with a coverage on constraint satisfaction.

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