Distributed Artificial Intelligence - A Modern Approach (Hardcover)

Distributed Artificial Intelligence (DAI) came to existence as an approach for solving complex learning, planning, and decision-making problems. When we talk about decision making, there may be some meta-heuristic methods where the problem solving may resemble like operation research. But exactly, it is not related completely to management research. The text examines representing and using organizational knowledge in DAI systems, dynamics of computational ecosystems, and communication-free interactions among rational agents. This publication takes a look at conflict-resolution strategies for nonhierarchical distributed agents, constraint-directed negotiation of resource allocations, and plans for multiple agents. Topics included plan verification, generation, and execution, negotiation operators, representation, network management problem, and conflict-resolution paradigms. The manuscript elaborates on negotiating task decomposition and allocation using partial global planning and mechanisms for assessing nonlocal impact of local decisions in distributed planning. The book will attract researchers and practitioners who are working in management and computer science, and industry persons in need of a beginner to advanced understanding of the basic and advanced concepts.

General

Imprint:	Crc Press
Country of origin:	United Kingdom
Series:	Internet of Everything IoE
Release date:	December 2020
First published:	2021
Editors:	Satya Prakash Yadav • Dharmendra Prasad Mahato • Nguyen Thi Dieu Linh
Dimensions:	234 x 156 x 27mm (L x W x T)
Format:	Hardcover
Pages:	322
ISBN-13:	978-0-367-46665-7
Categories:	Books > Professional & Technical > Technology: general issues > Engineering: general Books > Professional & Technical > Environmental engineering & technology > General Books > Computing & IT > Computer hardware & operating systems > Supercomputers Books > Professional & Technical > Industrial chemistry & manufacturing technologies > Other manufacturing technologies > General Books > Professional & Technical > Energy technology & engineering > Electrical engineering > General Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Computing & IT > Computer hardware & operating systems > Computer architecture & logic design > General Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
LSN:	0-367-46665-1
Barcode:	9780367466657

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