Innovations In Multi Agent Systems And Application 1

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Innovations in Multi-Agent Systems and Application – 1

Dipti Srinivasan,Lakhmi C. Jain
Innovations in Multi Agent Systems and Application 1 Book PDF

Author : Dipti Srinivasan,Lakhmi C. Jain
Publisher : Springer Science & Business Media
Page : 303 pages
File Size : 40,8 Mb
Release : 2010-08-10
Category : Computers
ISBN : 9783642144349

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Innovations in Multi-Agent Systems and Application – 1 by Dipti Srinivasan,Lakhmi C. Jain Pdf

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

Dipti Srinivasan
Innovations in Multi Agent Systems and Application 1 Book PDF

Author : Dipti Srinivasan
Publisher : Unknown
Page : 128 pages
File Size : 52,8 Mb
Release : 2010
Category : Electronic
ISBN : 3642144365

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Innovations in Multi-Agent Systems and Application - 1 by Dipti Srinivasan Pdf

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

Dipti Srinivasan
Innovations in Multi Agent Systems and Application 1 Book PDF

Author : Dipti Srinivasan
Publisher : Springer
Page : 302 pages
File Size : 54,7 Mb
Release : 2010-07-17
Category : Technology & Engineering
ISBN : 9783642144356

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Innovations in Multi-Agent Systems and Application – 1 by Dipti Srinivasan Pdf

In today’s world, the increasing requirement for emulating the behavior of real-world applications for achieving effective management and control has necessitated the usage of advanced computational techniques. Computational intelligence-based techniques that combine a variety of problem solvers are becoming increasingly pervasive. The ability of these methods to adapt to the dynamically changing environment and learn in an online manner has increased their usefulness in simulating intelligent behaviors as observed in humans. These intelligent systems are able to handle the stochastic and uncertain nature of the real-world problems. Application domains requiring interaction of people or organizations with different, even possibly conflicting goals and proprietary information handling are growing exponentially. To efficiently handle these types of complex interactions, distributed problem solving systems like multiagent systems have become a necessity. The rapid advancements in network communication technologies have provided the platform for successful implementation of such intelligent agent-based problem solvers. An agent can be viewed as a self-contained, concurrently executing thread of control that encapsulates some state and communicates with its environment, and possibly other agents via message passing. Agent-based systems offer advantages when independently developed components must interoperate in a heterogenous environment. Such agent-based systems are increasingly being applied in a wide range of areas including telecommunications, Business process modeling, computer games, distributed system control and robot systems.

Multiagent Systems and Applications

Maria Ganzha,Lakhmi C. Jain
Multiagent Systems and Applications Book PDF

Author : Maria Ganzha,Lakhmi C. Jain
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 48,8 Mb
Release : 2012-10-06
Category : Technology & Engineering
ISBN : 9783642333231

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Multiagent Systems and Applications by Maria Ganzha,Lakhmi C. Jain Pdf

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.

Agents and Multi-Agent Systems: Technologies and Applications 2018

Gordan Jezic,Yun-Heh Jessica Chen-Burger,Robert J. Howlett,Lakhmi C. Jain,Ljubo Vlacic,Roman Šperka
Agents and Multi Agent Systems Technologies and Applications 2018 Book PDF

Author : Gordan Jezic,Yun-Heh Jessica Chen-Burger,Robert J. Howlett,Lakhmi C. Jain,Ljubo Vlacic,Roman Šperka
Publisher : Springer
Page : 356 pages
File Size : 41,6 Mb
Release : 2018-05-30
Category : Technology & Engineering
ISBN : 9783319920313

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Agents and Multi-Agent Systems: Technologies and Applications 2018 by Gordan Jezic,Yun-Heh Jessica Chen-Burger,Robert J. Howlett,Lakhmi C. Jain,Ljubo Vlacic,Roman Šperka Pdf

This book highlights new trends and challenges in agent systems, and new digital and knowledge economy research, and includes 34 papers on areas such as intelligent agent interaction and collaboration, modeling, simulation and mobile agents, agent communication and social networks, business Informatics, design and implementation of intelligent agents and multi-agent systems. These papers were presented at the 12th International KES Conference on Agents and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2018) held on Australia’s Gold Coast. The modern economy is driven by technologies and knowledge. Digital technologies can free, shift and multiply choices, often intruding on the space of other industries, by providing new ways of conducting business operations and creating values for customers and companies. The book addresses topics that contribute to the modern digital economy, including software agents, multi-agent systems, agent modeling, mobile and cloud computing, big data analysis, business intelligence, artificial intelligence, social systems, computer embedded systems and nature inspired manufacturing, which contribute to the modern digital economy. The results presented are of theoretical and practical value to researchers and industrial practitioners working in the fields of artificial intelligence, collective computational intelligence, innovative business models, new digital and knowledge economy and, in particular, agent and multi-agent systems, technologies, tools and applications.

Agent and Multi-Agent Systems: Technologies and Applications

Anne Hakansson,Ronald Hartung
Agent and Multi Agent Systems Technologies and Applications Book PDF

Author : Anne Hakansson,Ronald Hartung
Publisher : Springer
Page : 865 pages
File Size : 50,8 Mb
Release : 2009-05-30
Category : Computers
ISBN : 9783642016653

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Agent and Multi-Agent Systems: Technologies and Applications by Anne Hakansson,Ronald Hartung Pdf

This volume contains the proceedings of the Third KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2009)––held at Uppsala University in Sweden during June 3-5, 2009. The symposium was organized by Uppsala University, KES International and its Focus Group on Agent and Multi-agent Systems. The KES-AMSTA Symposium series is a sub-series of the KES Conference series. Following the successes of the First KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2007), held in Wroclaw, Poland, from May 31 to 1 June 2007––and the Second KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2008) held in Incheon, Korea, March 26-28, 2008––KES-AMSTA 2009 featured keynote talks, oral and poster presentations, and a number of workshops and invited sessions, closely aligned to the themes of the conference. The aim of the symposium was to provide an international forum for scientific - search into the technologies and applications of agent and multi-agent systems. Agent and multi-agent systems are an innovative type of modern software system and have long been recognized as a promising technology for constructing autonomous, c- plex and intelligent systems. A key development in the field of agent and multi-agent systems has been the specification of agent communication languages and formali- tion of ontologies. Agent communication languages are intended to provide standard declarative mechanisms for agents to communicate knowledge and make requests of each other, whereas ontologies are intended for conceptualization of the knowledge domain.

Agent and Multi-agent Technology for Internet and Enterprise Systems

Anne Hakansson,Ronald Hartung,Ngoc-Thanh Nguyen
Agent and Multi agent Technology for Internet and Enterprise Systems Book PDF

Author : Anne Hakansson,Ronald Hartung,Ngoc-Thanh Nguyen
Publisher : Springer
Page : 380 pages
File Size : 53,8 Mb
Release : 2010-07-14
Category : Technology & Engineering
ISBN : 9783642135262

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Agent and Multi-agent Technology for Internet and Enterprise Systems by Anne Hakansson,Ronald Hartung,Ngoc-Thanh Nguyen Pdf

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.

Multi-Agent Systems for Education and Interactive Entertainment: Design, Use and Experience

Beer, Martin,Fasli, Maria,Richards, Debbie
Multi Agent Systems for Education and Interactive Entertainment Design Use and Experience Book PDF

Author : Beer, Martin,Fasli, Maria,Richards, Debbie
Publisher : IGI Global
Page : 330 pages
File Size : 45,8 Mb
Release : 2010-11-30
Category : Education
ISBN : 9781609600822

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Multi-Agent Systems for Education and Interactive Entertainment: Design, Use and Experience by Beer, Martin,Fasli, Maria,Richards, Debbie Pdf

"This book presents readers with a rich collection of ideas from researchers who are exploring the complex tradeoffs that must be made in designing agent systems for education and interactive entertainment"--Provided by publisher.

Intelligent Agents in the Evolution of Web and Applications

Ngoc Thanh Nguyen,Lakhmi C Jain
Intelligent Agents in the Evolution of Web and Applications Book PDF

Author : Ngoc Thanh Nguyen,Lakhmi C Jain
Publisher : Springer Science & Business Media
Page : 333 pages
File Size : 41,9 Mb
Release : 2009-01-17
Category : Mathematics
ISBN : 9783540880707

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Intelligent Agents in the Evolution of Web and Applications by Ngoc Thanh Nguyen,Lakhmi C Jain Pdf

Intelligent agents have revolutionised the way we do business, we teach, we learn, design systems, and so on. Agent applications are increasingly being developed in - mains as diverse as meteorology, manufacturing, war gaming, UAV mission mana- ment and the evolution of Web [1]. The Web has also has the same effect on our daily life as the intelligent agents. We use Web for information search, shopping, news, communication and so on. We wonder how we lived without Web in the past [2]. The book presents a sample of some of the most innovative research on the use of intelligent agents in the evolution of Web. There are thirteen chapters in the book. Chapters are on theoretical foundations as well as practical applications. We are grateful to the contributors and reviewers for their contribution. We believe that the research reported in the book will encourage researchers to develop the robust human-like intelligent machines for the service of humans. We sincerely thank Springer-Verlag for their editorial support during the prepa- tion of the manuscript. The editors appreciate the resources provided by Wroclaw University of Technology and the University of South Australia to edit this volume.

Agent and Multi-Agent Systems: Technologies and Applications

Gordan Jezic,Robert J. Howlett,Lakhmi C. Jain
Agent and Multi Agent Systems Technologies and Applications Book PDF

Author : Gordan Jezic,Robert J. Howlett,Lakhmi C. Jain
Publisher : Springer
Page : 468 pages
File Size : 49,7 Mb
Release : 2015-06-09
Category : Technology & Engineering
ISBN : 9783319197289

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Agent and Multi-Agent Systems: Technologies and Applications by Gordan Jezic,Robert J. Howlett,Lakhmi C. Jain Pdf

Agents and multi-agent systems are related to a modern software paradigm which has long been recognized as a promising technology for constructing autonomous, complex and intelligent systems. The topics covered in this volume include agent-oriented software engineering, agent co-operation, co-ordination, negotiation, organization and communication, distributed problem solving, specification of agent communication languages, agent privacy, safety and security, formalization of ontologies and conversational agents. The volume highlights new trends and challenges in agent and multi-agent research and includes 38 papers classified in the following specific topics: learning paradigms, agent-based modeling and simulation, business model innovation and disruptive technologies, anthropic-oriented computing, serious games and business intelligence, design and implementation of intelligent agents and multi-agent systems, digital economy, and advances in networked virtual enterprises. Published papers have been presented at the 9th KES Conference on Agent and Multi-Agent Systems – Technologies and Applications (KES-AMSTA 2015) held in Sorrento, Italy. Presented results should be of value to the research community working in the fields of artificial intelligence, collective computational intelligence, robotics, dialogue systems and, in particular, agent and multi-agent systems, technologies, tools and applications.

An Application Science for Multi-Agent Systems

Thomas A. Wagner
An Application Science for Multi Agent Systems Book PDF

Author : Thomas A. Wagner
Publisher : Springer Science & Business Media
Page : 251 pages
File Size : 40,9 Mb
Release : 2006-04-11
Category : Computers
ISBN : 9781402078682

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An Application Science for Multi-Agent Systems by Thomas A. Wagner Pdf

An Application Science For Multi-Agent Systems addresses the complexity of choosing which multi-agent control technologies are appropriate for a given problem domain or a given application. Without such knowledge, when faced with a new application domain, agent developers must rely on past experience and intuition to determine whether a multi-agent system is the right approach, and if so, how to structure the agents, how to decompose the problem, and how to coordinate the activities of the agents, and so forth. This unique collection of contributions, written by leading international researchers in the agent community, provides valuable insight into the issues of deciding which technique to apply and when it is appropriate to use them. The contributions also discuss potential trade-offs or caveats involved with each decision. An Application Science For Multi-Agent Systems is an excellent reference for anyone involved in developing multi-agent systems.

Multi Agent Systems

Ricardo Lopez-Ruiz
Multi Agent Systems Book PDF

Author : Ricardo Lopez-Ruiz
Publisher : BoD – Books on Demand
Page : 172 pages
File Size : 51,9 Mb
Release : 2020-04-22
Category : Computers
ISBN : 9781789844887

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Multi Agent Systems by Ricardo Lopez-Ruiz Pdf

Research on multi-agent systems is enlarging our future technical capabilities as humans and as an intelligent society. During recent years many effective applications have been implemented and are part of our daily life. These applications have agent-based models and methods as an important ingredient. Markets, finance world, robotics, medical technology, social negotiation, video games, big-data science, etc. are some of the branches where the knowledge gained through multi-agent simulations is necessary and where new software engineering tools are continuously created and tested in order to reach an effective technology transfer to impact our lives. This book brings together researchers working in several fields that cover the techniques, the challenges and the applications of multi-agent systems in a wide variety of aspects related to learning algorithms for different devices such as vehicles, robots and drones, computational optimization to reach a more efficient energy distribution in power grids and the use of social networks and decision strategies applied to the smart learning and education environments in emergent countries. We hope that this book can be useful and become a guide or reference to an audience interested in the developments and applications of multi-agent systems.

An Introduction to MultiAgent Systems

Michael Wooldridge
An Introduction to MultiAgent Systems Book PDF

Author : Michael Wooldridge
Publisher : John Wiley & Sons
Page : 484 pages
File Size : 47,8 Mb
Release : 2009-06-22
Category : Computers
ISBN : 9780470519462

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An Introduction to MultiAgent Systems by Michael Wooldridge Pdf

The study of multi-agent systems (MAS) focuses on systems in which many intelligent agents interact with each other. These agents are considered to be autonomous entities such as software programs or robots. Their interactions can either be cooperative (for example as in an ant colony) or selfish (as in a free market economy). This book assumes only basic knowledge of algorithms and discrete maths, both of which are taught as standard in the first or second year of computer science degree programmes. A basic knowledge of artificial intelligence would useful to help understand some of the issues, but is not essential. The book’s main aims are: To introduce the student to the concept of agents and multi-agent systems, and the main applications for which they are appropriate To introduce the main issues surrounding the design of intelligent agents To introduce the main issues surrounding the design of a multi-agent society To introduce a number of typical applications for agent technology After reading the book the student should understand: The notion of an agent, how agents are distinct from other software paradigms (e.g. objects) and the characteristics of applications that lend themselves to agent-oriented software The key issues associated with constructing agents capable of intelligent autonomous action and the main approaches taken to developing such agents The key issues in designing societies of agents that can effectively cooperate in order to solve problems, including an understanding of the key types of multi-agent interactions possible in such systems The main application areas of agent-based systems

Advances in Practical Multi-Agent Systems

Quan Bai,Naoki Fukuta
Advances in Practical Multi Agent Systems Book PDF

Author : Quan Bai,Naoki Fukuta
Publisher : Springer Science & Business Media
Page : 451 pages
File Size : 55,9 Mb
Release : 2010-10-14
Category : Computers
ISBN : 9783642160974

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Advances in Practical Multi-Agent Systems by Quan Bai,Naoki Fukuta Pdf

Multi-Agent System (MAS) is an exciting, emerging paradigm expected to play a key role in many society-changing practices. The International Conference on Principles and Practice of Multi-Agent Systems (PRIMA) is a leading scientific conference for research on intelligent agent systems and multi-agent systems, attracting high quality, state-of-the-art research from all over the world. PRIMA’09 was the 12th in the series of PRIMA conferences and was held in Nagoya, Japan. Beside a single-track main conference, PRIMA’09 also included a number of workshops which were designed to provide a forum for researchers and practitioners to present and exchange the latest developments at the MAS frontier. This book constitutes the post-proceedings of workshops under PRIMA’09. Readers will be able to explore a diverse range of topics and detailed discussions related to a number of important themes in our ever changing world. This collection plays an important role in bridging the gap between MAS theory and practice. It emphasizes the importance of MAS in the research and development of smart power grid systems, decision support systems, optimization and analysis systems for road traffic and markets, environmental monitoring and simulation, and in many other real-world applications and publicizes and extends MAS technology to many domains in this fast moving information age.

Multi-Agent Coordination

Arup Kumar Sadhu,Amit Konar
Multi Agent Coordination Book PDF

Author : Arup Kumar Sadhu,Amit Konar
Publisher : John Wiley & Sons
Page : 320 pages
File Size : 48,5 Mb
Release : 2020-12-03
Category : Computers
ISBN : 9781119699033

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Multi-Agent Coordination by Arup Kumar Sadhu,Amit Konar Pdf

Discover the latest developments in multi-robot coordination techniques with this insightful and original resource Multi-Agent Coordination: A Reinforcement Learning Approach delivers a comprehensive, insightful, and unique treatment of the development of multi-robot coordination algorithms with minimal computational burden and reduced storage requirements when compared to traditional algorithms. The accomplished academics, engineers, and authors provide readers with both a high-level introduction to, and overview of, multi-robot coordination, and in-depth analyses of learning-based planning algorithms. You'll learn about how to accelerate the exploration of the team-goal and alternative approaches to speeding up the convergence of TMAQL by identifying the preferred joint action for the team. The authors also propose novel approaches to consensus Q-learning that address the equilibrium selection problem and a new way of evaluating the threshold value for uniting empires without imposing any significant computation overhead. Finally, the book concludes with an examination of the likely direction of future research in this rapidly developing field. Readers will discover cutting-edge techniques for multi-agent coordination, including: An introduction to multi-agent coordination by reinforcement learning and evolutionary algorithms, including topics like the Nash equilibrium and correlated equilibrium Improving convergence speed of multi-agent Q-learning for cooperative task planning Consensus Q-learning for multi-agent cooperative planning The efficient computing of correlated equilibrium for cooperative q-learning based multi-agent planning A modified imperialist competitive algorithm for multi-agent stick-carrying applications Perfect for academics, engineers, and professionals who regularly work with multi-agent learning algorithms, Multi-Agent Coordination: A Reinforcement Learning Approach also belongs on the bookshelves of anyone with an advanced interest in machine learning and artificial intelligence as it applies to the field of cooperative or competitive robotics.