Distributed Artificial Intelligence : A Modern Approach EPUB
Edited by Satya Prakash Yadav, Dharmendra Prasad Mahato, Nguyen Thi Dieu Linh
Part of the Internet of Everything (IoE) series
EPUB
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Description
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.
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- Format:EPUB
- Pages:336 pages
- Publisher:CRC Press
- Publication Date:17/12/2020
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Category:
- Product design
- Mathematics
- Engineering: general
- Other manufacturing technologies
- Electrical engineering
- Automatic control engineering
- Communications engineering / telecommunications
- Environmental science, engineering & technology
- Supercomputers
- Databases
- Computer architecture & logic design
- Artificial intelligence
- ISBN:9781000262117
Information
-
Download Now
- Format:EPUB
- Pages:336 pages
- Publisher:CRC Press
- Publication Date:17/12/2020
-
Category:
- Product design
- Mathematics
- Engineering: general
- Other manufacturing technologies
- Electrical engineering
- Automatic control engineering
- Communications engineering / telecommunications
- Environmental science, engineering & technology
- Supercomputers
- Databases
- Computer architecture & logic design
- Artificial intelligence
- ISBN:9781000262117