Search Methods In Artificial Intelligence


Search Methods In Artificial Intelligence
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Search Methods In Artificial Intelligence


Search Methods In Artificial Intelligence
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Author : Deepak Khemani
language : en
Publisher:
Release Date : 2024

Search Methods In Artificial Intelligence written by Deepak Khemani and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with Artificial intelligence categories.


"Artificial Intelligence as a subject has grabbed a lot of attention after getting a place in the All India Council for Technical Education's (AICTE) list of emerging areas. It was included as an elective/core subject in the undergraduate curriculum of the computer science program by many universities. AI is evolving as a subject and now many colleges are offering separate undergraduate programs in AI. In most universities, the AI course is made up of AI algorithms, machine learning and deep learning. This book is written for readers interested in the algorithms and their usage involved in Artificial Intelligence (AI). There are several aspects important in the study of AI like natural language understanding, knowledge representation, machine learning, image processing, pattern recognition and so on. However the text focusses categorically on cognitive computing, including the areas like knowledge representation, reasoning, and search. It focuses on theoretical analysis of search algorithms, and their implementation and will be useful for both undergraduate and graduate courses offering a degree in AI or where AI is taught as a paper with a focus on search algorithms. The coverage has evolved around the syllabus of the courses like probability and statistics, theory of probability, statistics and so on. The learners taking this course usually struggle with the mathematical concepts and applications of theoretical concepts. The author has tried to bridge this gap with the case-based approach and computer-oriented projects. The MATLAB/Python based exercises and the case study projects in the book will also provide hands-on experience to the students. The author has earnestly made an attempt at creating a path for experiential learning through his book, which is a key takeaway from the Indian New Education Policy, 2020"--



Search Methods For Artificial Intelligence


Search Methods For Artificial Intelligence
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Author : Leonard Bolc
language : en
Publisher:
Release Date : 1992

Search Methods For Artificial Intelligence written by Leonard Bolc and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.


This book contains a description of modern search methods that are in use mainly in the field of computer science, though with special stress on artificial intelligence, and go so far as to discuss practical application.



Artificial Intelligence For Advanced Problem Solving Techniques


Artificial Intelligence For Advanced Problem Solving Techniques
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Author : Vlahavas, Ioannis
language : en
Publisher: IGI Global
Release Date : 2008-01-31

Artificial Intelligence For Advanced Problem Solving Techniques written by Vlahavas, Ioannis and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-01-31 with Education categories.


One of the most important functions of artificial intelligence, automated problem solving, consists mainly of the development of software systems designed to find solutions to problems. These systems utilize a search space and algorithms in order to reach a solution. Artificial Intelligence for Advanced Problem Solving Techniques offers scholars and practitioners cutting-edge research on algorithms and techniques such as search, domain independent heuristics, scheduling, constraint satisfaction, optimization, configuration, and planning, and highlights the relationship between the search categories and the various ways a specific application can be modeled and solved using advanced problem solving techniques.



Search In Artificial Intelligence


Search In Artificial Intelligence
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Author : Leveen Kanal
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Search In Artificial Intelligence written by Leveen Kanal and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.


Search is an important component of problem solving in artificial intelligence (AI) and, more generally, in computer science, engineering and operations research. Combinatorial optimization, decision analysis, game playing, learning, planning, pattern recognition, robotics and theorem proving are some of the areas in which search algbrithms playa key role. Less than a decade ago the conventional wisdom in artificial intelligence was that the best search algorithms had already been invented and the likelihood of finding new results in this area was very small. Since then many new insights and results have been obtained. For example, new algorithms for state space, AND/OR graph, and game tree search were discovered. Articles on new theoretical developments and experimental results on backtracking, heuristic search and constraint propaga tion were published. The relationships among various search and combinatorial algorithms in AI, Operations Research, and other fields were clarified. This volume brings together some of this recent work in a manner designed to be accessible to students and professionals interested in these new insights and developments.



Handbook Of Research On Artificial Intelligence Techniques And Algorithms


Handbook Of Research On Artificial Intelligence Techniques And Algorithms
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Author : Vasant, Pandian
language : en
Publisher: IGI Global
Release Date : 2014-11-30

Handbook Of Research On Artificial Intelligence Techniques And Algorithms written by Vasant, Pandian and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-30 with Computers categories.


For decades, optimization methods such as Fuzzy Logic, Artificial Neural Networks, Firefly, Simulated annealing, and Tabu search, have been capable of handling and tackling a wide range of real-world application problems in society and nature. Analysts have turned to these problem-solving techniques in the event during natural disasters and chaotic systems research. The Handbook of Research on Artificial Intelligence Techniques and Algorithms highlights the cutting edge developments in this promising research area. This premier reference work applies Meta-heuristics Optimization (MO) Techniques to real world problems in a variety of fields including business, logistics, computer science, engineering, and government. This work is particularly relevant to researchers, scientists, decision-makers, managers, and practitioners.



Artificial Intelligence Methods And Applications


Artificial Intelligence Methods And Applications
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Author : Nikolaos G. Bourbakis
language : en
Publisher: World Scientific
Release Date : 1992

Artificial Intelligence Methods And Applications written by Nikolaos G. Bourbakis and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.


This volume is the first in a series which deals with the challenge of AI issues, gives updates of AI methods and applications, and promotes high quality new ideas, techniques and methodologies in AI. This volume contains articles by 38 specialists in various AI subfields covering theoretical and application issues.



Problem Solving Methods In Artificial Intelligence


Problem Solving Methods In Artificial Intelligence
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Author : Nils J. Nilsson
language : en
Publisher:
Release Date : 1971

Problem Solving Methods In Artificial Intelligence written by Nils J. Nilsson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with Computers categories.


State-space representations. State-space methods. Problem-representations. Problem-reduction search methods. Theorem-proving in the predicate calculus. Applications of the predicate calculus in problem solving. Predicate-calculus proof-finding methods. Index.



Search In Artificial Intelligence


Search In Artificial Intelligence
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Author : Laveen N. Kanal
language : en
Publisher:
Release Date : 1988-01-01

Search In Artificial Intelligence written by Laveen N. Kanal and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988-01-01 with Algorithms categories.




Search In Artificial Intelligence


Search In Artificial Intelligence
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Author : Laveen N. Kanal
language : en
Publisher: Springer
Release Date : 1988-06-24

Search In Artificial Intelligence written by Laveen N. Kanal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988-06-24 with Computers categories.


This book brings together some new insights and recent developments on the topics of search procedures in Artificial Intelligence and the relationships among search methods in Artificial Intelligence, Operations Research, and Engineering. The purpose of the book is to present these new insights and recent developments in a manner accessible to students and professionals in Computer Science, Engineering, Operations Research, and Applied Mathematics. The articles should provide the reader with a broad view of recent developments on search in AI and some of the relationships among branch and bound, heuristic search, and dynamic programming. New models for discrete optimization problems, new results on the average case of complexity of the well known A* algorithm, new results on the conditions under which A* is optimal over other search algorithms, use of different sources of knowledge in heuristic search, new results on the constraint satisfaction problem, and a result showing the minimax back up rule does not do as well as the product rule in some real games.



Algorithms And Architectures Of Artificial Intelligence


Algorithms And Architectures Of Artificial Intelligence
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Author : Ėnn Kharalʹdovich Tyugu
language : en
Publisher: IOS Press
Release Date : 2007

Algorithms And Architectures Of Artificial Intelligence written by Ėnn Kharalʹdovich Tyugu and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.


Provides an overview of methods developed in artificial intelligence for search, learning, problem solving and decision making. This book also gives an overview of algorithms and architectures of artificial intelligence that have reached the degree of maturity when a method can be presented as an algorithm.