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Innovations in Multi-Agent Systems and Application – 1

2010-08-10 Computers
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Release : 2010-08-10
Genre : Computers
Kind : eBook
Book Rating : 349/5 ( reviews)

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Book Synopsis Innovations in Multi-Agent Systems and Application – 1 by : Dipti Srinivasan

Download or read book Innovations in Multi-Agent Systems and Application – 1 written by Dipti Srinivasan. This book was released on 2010-08-10. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of multi-agent systems and several applications that have been developed for real-world problems. Multi-agent systems is an area of distributed artificial intelligence that emphasizes the joint behaviors of agents with some degree of autonomy and the complexities arising from their interactions. Multi-agent systems allow the subproblems of a constraint satisfaction problem to be subcontracted to different problem solving agents with their own interest and goals. This increases the speed, creates parallelism and reduces the risk of system collapse on a single point of failure. Different multi-agent architectures, that are tailor-made for a specific application are possible. They are able to synergistically combine the various computational intelligent techniques for attaining a superior performance. This gives an opportunity for bringing the advantages of various techniques into a single framework. It also provides the freedom to model the behavior of the system to be as competitive or coordinating, each having its own advantages and disadvantages.

Innovations in Multi-Agent Systems and Application - 1

2010
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Author :
Release : 2010
Genre :
Kind : eBook
Book Rating : 363/5 ( reviews)

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Book Synopsis Innovations in Multi-Agent Systems and Application - 1 by : Dipti Srinivasan

Download or read book Innovations in Multi-Agent Systems and Application - 1 written by Dipti Srinivasan. This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of multi-agent systems and several applications that have been developed for real-world problems. Multi-agent systems is an area of distributed artificial intelligence that emphasizes the joint behaviors of agents with some degree of autonomy and the complexities arising from their interactions. Multi-agent systems allow the subproblems of a constraint satisfaction problem to be subcontracted to different problem solving agents with their own interest and goals. This increases the speed, creates parallelism and reduces the risk of system collapse on a single point of failure. Different multi-agent architectures, that are tailor-made for a specific application are possible. They are able to synergistically combine the various computational intelligent techniques for attaining a superior performance. This gives an opportunity for bringing the advantages of various techniques into a single framework. It also provides the freedom to model the behavior of the system to be as competitive or coordinating, each having its own advantages and disadvantages.

Multiagent Systems and Applications

2012-10-06 Technology & Engineering
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Release : 2012-10-06
Genre : Technology & Engineering
Kind : eBook
Book Rating : 230/5 ( reviews)

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Book Synopsis Multiagent Systems and Applications by : Maria Ganzha

Download or read book Multiagent Systems and Applications written by Maria Ganzha. This book was released on 2012-10-06. Available in PDF, EPUB and Kindle. Book excerpt: The focus of the book is on completed implementations of agent-based software systems. Here, agent technology is considered broadly, starting from development of agent platforms, all the way through systems actually implemented. The covered topics also include lessons learned during implementation of agent platforms and the reflection on the process of development and application of agent-based systems. The book includes 10 chapters where interested reader can find discussion of important issues encountered during development of well-known agent platforms such as JADE and Jadex as well as some interesting experiences in developing a new platform that combines software agent and Web Services. Furthermore, the book shows readers several valuable examples of applications based on multi-agent systems including simulations, agents in autonomous negotiations and agents in public administration modelling. We believe that the book will prove useful to the researchers, professors and the practitioners in all disciplines including science and technology.

Multi-Agent Systems - Modeling, Control, Programming, Simulations and Applications

2016-04-01
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Release : 2016-04-01
Genre :
Kind : eBook
Book Rating : 139/5 ( reviews)

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Book Synopsis Multi-Agent Systems - Modeling, Control, Programming, Simulations and Applications by : Nicolas Radley

Download or read book Multi-Agent Systems - Modeling, Control, Programming, Simulations and Applications written by Nicolas Radley. This book was released on 2016-04-01. Available in PDF, EPUB and Kindle. Book excerpt: Multiagent systems consist of multiple autonomous entities having different information and/or diverging interests. The study of multiagent systems (MAS) focuses on systems in which many intelligent agents interact with each other. The agents are considered to be autonomous entities, such as software programs or robots. Their interactions can be either cooperative or selfish. That is, the agents can share a common goal (e.g. an ant colony), or they can pursue their own interests. Multi-agent systems can be used to solve problems that are difficult or impossible for an individual agent or a monolithic system to solve. Intelligence may include some methodic, functional, procedural approach, algorithmic search or reinforcement learning. Although there is considerable overlap, a multi-agent system is not always the same as an agent-based model (ABM). The goal of an ABM is to search for explanatory insight into the collective behavior of obeying simple rules, typically in natural systems, rather than in solving specific practical or engineering problems. Topics where multi-agent systems research may deliver an appropriate approach include online trading, disaster response, and modelling social structures. Multi-agent systems consist of agents and their environment. Typically multi-agent systems research refers to software agents. However, the agents in a multi-agent system could equally well be robots, humans or human teams. A multi-agent system may contain combined humanagent teams. Agent systems are open and extensible systems that allow for the deployment of autonomous and proactive software components. Multi-agent systems have been brought up and used in several application domains. This book, Multi-Agent Systems - Modeling, Control, Programming, Simulations and Applications, is intended to provide an emphasise on the multi-agent technology, products and industrial applications.

Agent and Multi-agent Technology for Internet and Enterprise Systems

2010-07-14 Technology & Engineering
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Release : 2010-07-14
Genre : Technology & Engineering
Kind : eBook
Book Rating : 269/5 ( reviews)

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Book Synopsis Agent and Multi-agent Technology for Internet and Enterprise Systems by : Anne Hakansson

Download or read book Agent and Multi-agent Technology for Internet and Enterprise Systems written by Anne Hakansson. This book was released on 2010-07-14. Available in PDF, EPUB and Kindle. Book excerpt: Research in multi-agent systems offers a promising technology for problems with networks, online trading and negotiations but also social structures and communication. This is a book on agent and multi-agent technology for internet and enterprise systems. The book is a pioneer in the combination of the fields and is based on the concept of developing a platform to share ideas and presents research in technology in the field and application to real problems. The chapters range over both applications, illustrating the possible uses of agents in an enterprise domain, and design and analytic methods, needed to provide the solid foundation required for practical systems.

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