Multi Agent And Complex Systems

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Multi-agent and Complex Systems

Quan Bai,Fenghui Ren,Katsuhide Fujita,Minjie Zhang,Takayuki Ito
Multi agent and Complex Systems Book PDF

Author : Quan Bai,Fenghui Ren,Katsuhide Fujita,Minjie Zhang,Takayuki Ito
Publisher : Springer
Page : 210 pages
File Size : 49,7 Mb
Release : 2016-11-15
Category : Technology & Engineering
ISBN : 9789811025648

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Multi-agent and Complex Systems by Quan Bai,Fenghui Ren,Katsuhide Fujita,Minjie Zhang,Takayuki Ito Pdf

This book provides a description of advanced multi-agent and artificial intelligence technologies for the modeling and simulation of complex systems, as well as an overview of the latest scientific efforts in this field. A complex system features a large number of interacting components, whose aggregate activities are nonlinear and self-organized. A multi-agent system is a group or society of agents which interact with others cooperatively and/or competitively in order to reach their individual or common goals. Multi-agent systems are suitable for modeling and simulation of complex systems, which is difficult to accomplish using traditional computational approaches.

Convergence and Knowledge Processing in Multi-Agent Systems

Maria Chli,Philippe de Wilde
Convergence and Knowledge Processing in Multi Agent Systems Book PDF

Author : Maria Chli,Philippe de Wilde
Publisher : Springer Science & Business Media
Page : 153 pages
File Size : 50,7 Mb
Release : 2009-05-20
Category : Computers
ISBN : 9781848820630

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Convergence and Knowledge Processing in Multi-Agent Systems by Maria Chli,Philippe de Wilde Pdf

Agent systems are being used to model complex systems like societies, markets and biological systems. In this book we investigate issues of agent systems related to convergence and interactivity using techniques from agent based modelling to simulate complex systems, and demonstrate that interactivity/exchange and convergence in multi-agent systems are issues that are significantly interrelated. Topic and features: - Introduces the state of the art in multi-agent systems, with an emphasis on agent-based computational economics. - Sheds light on the fundamental concepts behind the stability of multi-agent systems. - Investigates knowledge exchange among agents, the rationale behind it and its effects on the ecosystem. - Explores how information provided through interaction with the system can be used to optimise its performance. - Describes a pricing strategy for a realistic large-scale distributed system. This book supplies a comprehensive resource and will be invaluable reading for researchers and postgraduates studying this topic.

Handbook of Research on Multi-Agent Systems: Semantics and Dynamics of Organizational Models

Dignum, Virginia
Handbook of Research on Multi Agent Systems Semantics and Dynamics of Organizational Models Book PDF

Author : Dignum, Virginia
Publisher : IGI Global
Page : 630 pages
File Size : 45,7 Mb
Release : 2009-03-31
Category : Technology & Engineering
ISBN : 9781605662572

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Handbook of Research on Multi-Agent Systems: Semantics and Dynamics of Organizational Models by Dignum, Virginia Pdf

"This book provide a comprehensive view of current developments in agent organizations as a paradigm for both the modeling of human organizations, and for designing effective artificial organizations"--Provided by publisher.

Complex Systems and Networks

Jinhu Lü,Xinghuo Yu,Guanrong Chen,Wenwu Yu
Complex Systems and Networks Book PDF

Author : Jinhu Lü,Xinghuo Yu,Guanrong Chen,Wenwu Yu
Publisher : Springer
Page : 482 pages
File Size : 49,8 Mb
Release : 2015-08-14
Category : Technology & Engineering
ISBN : 9783662478240

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Complex Systems and Networks by Jinhu Lü,Xinghuo Yu,Guanrong Chen,Wenwu Yu Pdf

This elementary book provides some state-of-the-art research results on broad disciplinary sciences on complex networks. It presents an in-depth study with detailed description of dynamics, controls and applications of complex networks. The contents of this book can be summarized as follows. First, the dynamics of complex networks, for example, the cluster dynamic analysis by using kernel spectral methods, community detection algorithms in bipartite networks, epidemiological modeling with demographics and epidemic spreading on multi-layer networks, are studied. Second, the controls of complex networks are investigated including topics like distributed finite-time cooperative control of multi-agent systems by applying homogenous-degree and Lyapunov methods, composite finite-time containment control for disturbed second-order multi-agent systems, fractional-order observer design of multi-agent systems, chaos control and anticontrol of complex systems via Parrondos game and many more. Third, the applications of complex networks provide some applicable carriers, which show the importance of theories developed in complex networks. In particular, a general model for studying time evolution of transition networks, deflection routing in complex networks, recommender systems for social networks analysis and mining, strategy selection in networked evolutionary games, integration and methods in computational biology, are discussed in detail.

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 : 53,6 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.

Multi-agent Systems

Jacques Ferber
Multi agent Systems Book PDF

Author : Jacques Ferber
Publisher : Addison-Wesley Professional
Page : 536 pages
File Size : 49,5 Mb
Release : 1999
Category : Computers
ISBN : UOM:39015046507193

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Multi-agent Systems by Jacques Ferber Pdf

In this book, Jacques Ferber has brought together all the recent developments in the field of multi-agent systems - an area that has seen increasing interest and major developments over the last few years. The author draws on work carried out in various disciplines, including information technology, sociology and cognitive psychology to provide a coherent and instructive picture of the current state-of-the-art. The book introduces and defines the fundamental concepts that need to be understood, clearly describes the work that has been done, and invites readers to reflect upon the possibilities of the future.

Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection

Frank Dignum,Philippe Mathieu,Juan Manuel Corchado,Fernando De La Prieta
Advances in Practical Applications of Agents Multi Agent Systems and Complex Systems Simulation The PAAMS Collection Book PDF

Author : Frank Dignum,Philippe Mathieu,Juan Manuel Corchado,Fernando De La Prieta
Publisher : Springer Nature
Page : 529 pages
File Size : 44,6 Mb
Release : 2022-10-12
Category : Computers
ISBN : 9783031181924

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Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection by Frank Dignum,Philippe Mathieu,Juan Manuel Corchado,Fernando De La Prieta Pdf

This book constitutes the proceedings of the 20th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2022, held in L'Aquila, Italy in July 2022. The 37 full papers in this book were reviewed and selected from 67 submissions. Another 10 demonstrations papers were selected from 11 submissions are presented here as short papers. The papers deal with the application and validation of agent-based models, methods, and technologies in a number of key applications areas, including: advanced models and learning, agent-based programming, decision-making, education and social interactions, formal and theoretic models, health and safety, mobility and the city, swarms and task allocation.

Modeling and Simulation of Complex Systems

Robert Siegfried
Modeling and Simulation of Complex Systems Book PDF

Author : Robert Siegfried
Publisher : Springer
Page : 227 pages
File Size : 48,5 Mb
Release : 2014-10-08
Category : Computers
ISBN : 9783658075293

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Modeling and Simulation of Complex Systems by Robert Siegfried Pdf

Robert Siegfried presents a framework for efficient agent-based modeling and simulation of complex systems. He compares different approaches for describing structure and dynamics of agent-based models in detail. Based on this evaluation the author introduces the “General Reference Model for Agent-based Modeling and Simulation” (GRAMS). Furthermore he presents parallel and distributed simulation approaches for execution of agent-based models –from small scale to very large scale. The author shows how agent-based models may be executed by different simulation engines that utilize underlying hardware resources in an optimized fashion.

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 : 48,5 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.

Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection

Alfonso González-Briones,Ana Almeida,Alberto Fernandez,Alia El Bolock,Dalila Durães,Jaume Jordán,Fernando Lopes
Highlights in Practical Applications of Agents Multi Agent Systems and Complex Systems Simulation The PAAMS Collection Book PDF

Author : Alfonso González-Briones,Ana Almeida,Alberto Fernandez,Alia El Bolock,Dalila Durães,Jaume Jordán,Fernando Lopes
Publisher : Springer Nature
Page : 320 pages
File Size : 50,5 Mb
Release : 2022-10-12
Category : Computers
ISBN : 9783031186974

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Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection by Alfonso González-Briones,Ana Almeida,Alberto Fernandez,Alia El Bolock,Dalila Durães,Jaume Jordán,Fernando Lopes Pdf

This book constitutes the proceedings of the workshops co-located with the 20th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2022, held in L'Aquila, Italy, in July 2022. The total of 25 full papers presented in this volume were carefully reviewed and selected from 39 submissions. The papers in this volume stem from the following meetings: Workshop on Artificial Intelligence for Industry (AI4Industry); Workshop on Adaptive Smart areaS and Intelligent Agents (ASSIA); Workshop on Character Computing (C2); Workshop on Deep Learning Applications (DeLA); Workshop on Decision Support, Recommendation, and Persuasion in Artificial Intelligence (DeRePAI); Workshop on Multi-agent based Applications for Modern Energy Markets, Smart Grids and Future Power Systems (MASGES).

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 : 45,9 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.

Advancements in the Practical Applications of Agents, Multi-Agent Systems and Simulating Complex Systems

Philippe Mathieu,Juan M Corchado,Alfonso González-Briones
Advancements in the Practical Applications of Agents Multi Agent Systems and Simulating Complex Systems Book PDF

Author : Philippe Mathieu,Juan M Corchado,Alfonso González-Briones
Publisher : Mdpi AG
Page : 0 pages
File Size : 43,8 Mb
Release : 2023-11-03
Category : Electronic
ISBN : 3036593098

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Advancements in the Practical Applications of Agents, Multi-Agent Systems and Simulating Complex Systems by Philippe Mathieu,Juan M Corchado,Alfonso González-Briones Pdf

The relationship between individuality and aggregation is an important topic in Complex Systems Science, as both aspects are facets of emergence. This problem has generally been addressed by adopting a classical individual- versus population-level approach, in which boundaries emerge in segregated communities. More specifically, boundaries delimiting and interconnecting aggregates are at play. It is, therefore, crucial to define the properties of complex systems correctly, such as generic agent-based models, with which to simulate communities situated in grid- and scale-free network environments. To do this, complexities may be resolved through simulation, modeling and analysis techniques, which help provide confidence regarding the behavior of such systems, especially of those operating in dynamic environments or under unexpected constraints. Moreover, modeling and simulation help reduce the risks and costs involved in the design and development of validation tests.

Managing Complexity

G. Rzevski,P. Skobelev
Managing Complexity Book PDF

Author : G. Rzevski,P. Skobelev
Publisher : WIT Press
Page : 217 pages
File Size : 41,8 Mb
Release : 2014-03-25
Category : Computers
ISBN : 9781845649364

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Managing Complexity by G. Rzevski,P. Skobelev Pdf

Managing Complexity is the first book that clearly defines the concept of Complexity, explains how Complexity can be measured and tuned, and describes the seven key features of Complex Systems: ConnectivityAutonomyEmergencyNonequilibriumNon-linearitySelf-organisationCo-evolution The thesis of the book is that complexity of the environment in which we work and live offers new opportunities and that the best strategy for surviving and prospering under conditions of complexity is to develop adaptability to perpetually changing conditions. An effective method for designing adaptability into business processes using multi-agent technology is presented and illustrated by several extensive examples, including adaptive, real-time scheduling of taxis, see-going tankers, road transport, supply chains, railway trains, production processes and swarms of small space satellites. Additional case studies include adaptive servicing of the International Space Station; adaptive processing of design changes of large structures such as wings of the largest airliner in the world; dynamic data mining, knowledge discovery and distributed semantic processing. Finally, the book provides a foretaste of the next generation of complex issues, notably, The Internet of Things, Smart Cities, Digital Enterprises and Smart Logistics.

Multi-agent Systems for Traffic and Transportation Engineering

Anonim
Multi agent Systems for Traffic and Transportation Engineering Book PDF

Author : Anonim
Publisher : IGI Global
Page : 424 pages
File Size : 44,7 Mb
Release : 2009-01-01
Category : Technology & Engineering
ISBN : 9781605662275

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Multi-agent Systems for Traffic and Transportation Engineering by Anonim Pdf

"This book aims at giving a complete panorama of the active and promising crossing area between traffic engineering and multi-agent system addressing both current status and challenging new ideas"--Provided by publisher.

Software Engineering for Large-Scale Multi-Agent Systems

Alessandro Garcia
Software Engineering for Large Scale Multi Agent Systems Book PDF

Author : Alessandro Garcia
Publisher : Springer Science & Business Media
Page : 299 pages
File Size : 52,7 Mb
Release : 2003-04-15
Category : Computers
ISBN : 9783540087724

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Software Engineering for Large-Scale Multi-Agent Systems by Alessandro Garcia Pdf

Nowadays, engineering large-scale software systems means dealing with complex systems composed of pervasive software components that move around and adapt to nondeterministic and open environments, like the Internet, in order to achieve systems design goals through the coordination of autonomously distributed services. The agent metaphor, in particular software agents and multi-agent systems (MAS), constitutes a promising approach for covering most of the software development life cycle, from conceptual modeling and requirements specification to architectural definition, design, and implementation. This book presents 17 carefully reviewed papers arranged in order to provide a coherent survey of how to exploit agent properties and MAS issues in today's software systems. The book offers the following topical sections: - software engineering foundations - requirements engineering and software architecture - coordination and mobility - reuse -dependability -empirical studies and applications