Multi Agent Based Simulation

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Multi-Agent Systems and Agent-Based Simulation

Jaime S. Sichman,Rosaria Conte,Nigel Gilbert
Multi Agent Systems and Agent Based Simulation Book PDF

Author : Jaime S. Sichman,Rosaria Conte,Nigel Gilbert
Publisher : Springer
Page : 236 pages
File Size : 48,8 Mb
Release : 2005-07-12
Category : Computers
ISBN : 9783540492467

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Multi-Agent Systems and Agent-Based Simulation by Jaime S. Sichman,Rosaria Conte,Nigel Gilbert Pdf

Fifteen papers were presented at the first workshop on Multi-Agent Systems and Agent-Based Simulation held as part of the Agents World conference in Paris, July 4-- 6, 1998. The workshop was designed to bring together two developing communities: the multi-agent systems researchers who were the core participants at Agents World, and social scientists interested in using MAS as a research tool. Most of the social sciences were represented, with contributions touching on sociology, management science, economics, psychology, environmental science, ecology, and linguistics. The workshop was organised in association with SimSoc, an informal group of social scientists who have arranged an irregular series of influential workshops on using simulation in the social sciences beginning in 1992. While the papers were quite heterogeneous in substantive domain and in their disciplinary origins, there were several themes which recurred during the workshop. One of these was considered in more depth in a round table discussion led by Jim Doran at the end of the workshop on 'Representing cognition for social simulation', which addressed the issue of whether and how cognition should be modelled. Quite divergent views were expressed, with some participants denying that individual cognition needed to be modelled at all, and others arguing that cognition must be at the centre of social simulation.

Multi-Agent-Based Simulation

Scott Moss
Multi Agent Based Simulation Book PDF

Author : Scott Moss
Publisher : Springer Science & Business Media
Page : 275 pages
File Size : 52,5 Mb
Release : 2001-01-10
Category : Business & Economics
ISBN : 9783540415220

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Multi-Agent-Based Simulation by Scott Moss Pdf

This book is devoted to investigating and developing the synergy between software engineering for multi-agent systems and agent-based social simulation; it originates from the Second International Workshop on Multi-Agend-Based Simulation, MABS 2000, held in Boston, MA, USA in July 2000, in conjunction with ICAMS 2000. Besides the thoroughly revised full papers accepted for presentation at the workshop, two invited papers and an introductory survey by one of the volume editors have been added in order to round off the scope and achieve complete coverage of all relevant topics. The book competently surveys the state of the art in the area by offering topical sections on model design issues, applications, simulating social relations and processes, and formal approaches.

Multi-Agent-Based Simulation XXII

Koen H. Van Dam,Nicolas Verstaevel
Multi Agent Based Simulation XXII Book PDF

Author : Koen H. Van Dam,Nicolas Verstaevel
Publisher : Springer Nature
Page : 203 pages
File Size : 44,8 Mb
Release : 2022-01-15
Category : Computers
ISBN : 9783030945480

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Multi-Agent-Based Simulation XXII by Koen H. Van Dam,Nicolas Verstaevel Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 21st International Workshop on Multi-Agent-Based Simulation, MABS 2021, held in May 2021 as part of AAMAS 2021. The conference was held virtually due to COVID 19 pandemic. The 14 revised full papers included in this volume were carefully selected from 23 submissions. The workshop focused on finding efficient solutions to model complex social systems, in such areas as economics, management, organizational and social sciences in general. In all these areas, agent theories, metaphors, models, analysis, experimental designs, empirical studies, and methodological principles, all converge into simulation as a way of achieving explanations and predictions, exploration and testing of hypotheses, better designs and systems and providing decision-support in a wide range of applications.

Multi-Agent Systems

Adelinde M. Uhrmacher,Danny Weyns
Multi Agent Systems Book PDF

Author : Adelinde M. Uhrmacher,Danny Weyns
Publisher : CRC Press
Page : 582 pages
File Size : 41,6 Mb
Release : 2018-10-08
Category : Computers
ISBN : 9781420070248

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Multi-Agent Systems by Adelinde M. Uhrmacher,Danny Weyns Pdf

Methodological Guidelines for Modeling and Developing MAS-Based Simulations The intersection of agents, modeling, simulation, and application domains has been the subject of active research for over two decades. Although agents and simulation have been used effectively in a variety of application domains, much of the supporting research remains scattered in the literature, too often leaving scientists to develop multi-agent system (MAS) models and simulations from scratch. Multi-Agent Systems: Simulation and Applications provides an overdue review of the wide ranging facets of MAS simulation, including methodological and application-oriented guidelines. This comprehensive resource reviews two decades of research in the intersection of MAS, simulation, and different application domains. It provides scientists and developers with disciplined engineering approaches to modeling and developing MAS-based simulations. After providing an overview of the field’s history and its basic principles, as well as cataloging the various simulation engines for MAS, the book devotes three sections to current and emerging approaches and applications. Simulation for MAS — explains simulation support for agent decision making, the use of simulation for the design of self-organizing systems, the role of software architecture in simulating MAS, and the use of simulation for studying learning and stigmergic interaction. MAS for Simulation — discusses an agent-based framework for symbiotic simulation, the use of country databases and expert systems for agent-based modeling of social systems, crowd-behavior modeling, agent-based modeling and simulation of adult stem cells, and agents for traffic simulation. Tools — presents a number of representative platforms and tools for MAS and simulation, including Jason, James II, SeSAm, and RoboCup Rescue. Complete with over 200 figures and formulas, this reference book provides the necessary overview of experiences with MAS simulation and the tools needed to exploit simulation in MAS for future research in a vast array of applications including home security, computational systems biology, and traffic management.

The Multi-Agent Transport Simulation MATSim

Andreas Horni,Kai Nagel,Kay W. Axhausen
The Multi Agent Transport Simulation MATSim Book PDF

Author : Andreas Horni,Kai Nagel,Kay W. Axhausen
Publisher : Ubiquity Press
Page : 620 pages
File Size : 49,8 Mb
Release : 2016-08-10
Category : Technology & Engineering
ISBN : 9781909188761

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The Multi-Agent Transport Simulation MATSim by Andreas Horni,Kai Nagel,Kay W. Axhausen Pdf

The MATSim (Multi-Agent Transport Simulation) software project was started around 2006 with the goal of generating traffic and congestion patterns by following individual synthetic travelers through their daily or weekly activity programme. It has since then evolved from a collection of stand-alone C++ programs to an integrated Java-based framework which is publicly hosted, open-source available, automatically regression tested. It is currently used by about 40 groups throughout the world. This book takes stock of the current status. The first part of the book gives an introduction to the most important concepts, with the intention of enabling a potential user to set up and run basic simulations. The second part of the book describes how the basic functionality can be extended, for example by adding schedule-based public transit, electric or autonomous cars, paratransit, or within-day replanning. For each extension, the text provides pointers to the additional documentation and to the code base. It is also discussed how people with appropriate Java programming skills can write their own extensions, and plug them into the MATSim core. The project has started from the basic idea that traffic is a consequence of human behavior, and thus humans and their behavior should be the starting point of all modelling, and with the intuition that when simulations with 100 million particles are possible in computational physics, then behavior-oriented simulations with 10 million travelers should be possible in travel behavior research. The initial implementations thus combined concepts from computational physics and complex adaptive systems with concepts from travel behavior research. The third part of the book looks at theoretical concepts that are able to describe important aspects of the simulation system; for example, under certain conditions the code becomes a Monte Carlo engine sampling from a discrete choice model. Another important aspect is the interpretation of the MATSim score as utility in the microeconomic sense, opening up a connection to benefit cost analysis. Finally, the book collects use cases as they have been undertaken with MATSim. All current users of MATSim were invited to submit their work, and many followed with sometimes crisp and short and sometimes longer contributions, always with pointers to additional references. We hope that the book will become an invitation to explore, to build and to extend agent-based modeling of travel behavior from the stable and well tested core of MATSim documented here.

Multi-Agent-Based Simulation XIX

Paul Davidsson,Harko Verhagen
Multi Agent Based Simulation XIX Book PDF

Author : Paul Davidsson,Harko Verhagen
Publisher : Springer
Page : 153 pages
File Size : 51,9 Mb
Release : 2019-06-19
Category : Computers
ISBN : 9783030222703

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Multi-Agent-Based Simulation XIX by Paul Davidsson,Harko Verhagen Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 19th International Workshop on Multi-Agent-Based Simulation, MABS 2019, held in Stockholm Sweden, in July 2018 as part of the Federated AI Meeting, FAIM 2018. The 10 revised full papers included in this volume were carefully selected from 15 submissions. They focus on finding efficient solutions to model complex social systems in such areas as economics, management, and organisational and social sciences. In all these areas, agent theories, metaphors, models, analysis, experimental designs, empirical studies, and methodological principles, converge into simulation as a way of achieving explanations and predictions, exploration and testing of hypotheses, better designs and systems.

Design of Agent-based Models

Tomáš Šalamon
Design of Agent based Models Book PDF

Author : Tomáš Šalamon
Publisher : Tomáš Bruckner
Page : 220 pages
File Size : 53,6 Mb
Release : 2011
Category : Computers
ISBN : 9788090466111

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Design of Agent-based Models by Tomáš Šalamon Pdf

Although there are plenty of publications dealing with the theory of multi-agent systems and agent-based simulations, information about the practical development of such systems is scarce. The aim of this book is to fill this empty space and to provide knowledge about design and development of agent-based simulations in an easy and comprehensible way. The book begins with the fundamentals of multi-agent systems, agent principles and their interaction, and goes on to discuss the philosophy of agent-based programming. Agent-based models - like any other scientific method - have drawbacks and limitations, which are presented in the book as well. The main portion of the text is then devoted to a description of methodology and best practices for the design and development of agent-based simulation software. The methodology (called Agentology) guides the reader through the entire development process, from the formal definition of the problem, through conceptual modeling and the selection of the particular development platform, to the programming and debugging of the code itself and the final assessment of the model. The visual language as the means of representation of the conceptual model is included. The reader is also presented with a comparison of present multi-agent development environments and tools, which could be helpful for the selection of appropriate development instruments. Given that the theoretical foundation is presented in an accessible way and supported by many practical examples, figures, schemes and source codes, this publication is especially suitable as a textbook for introductory graduate-level courses on multi-agent systems and agent-based modeling. Besides appealing to students and the scientific community, the monograph can aid software architects and developers who are not familiar with agent principles, conveying valuable insights into this distinct computer paradigm.

Multi-Agent-Based Simulation XX

Mario Paolucci,Jaime Simão Sichman,Harko Verhagen
Multi Agent Based Simulation XX Book PDF

Author : Mario Paolucci,Jaime Simão Sichman,Harko Verhagen
Publisher : Springer
Page : 125 pages
File Size : 40,7 Mb
Release : 2020-11-04
Category : Computers
ISBN : 3030608425

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Multi-Agent-Based Simulation XX by Mario Paolucci,Jaime Simão Sichman,Harko Verhagen Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 20th International Workshop on Multi-Agent-Based Simulation, MABS 2019, held in Montreal, QC, Canada, in May 2019 as part of the AAMAS 2019, the 18th International Conference on Autonomous Agents and Multiagent Systems. The 9 revised full papers included in this volume were carefully selected from 15 submissions. They focus on finding efficient solutions to model complex social systems in such areas as economics, management, and organisational and social sciences. In all these areas, agent theories, metaphors, models, analysis, experimental designs, empirical studies, and methodological principles, converge into simulation as a way of achieving explanations and predictions, exploration and testing of hypotheses, better designs and systems.

Agent-based Modeling and Simulation

S. Taylor
Agent based Modeling and Simulation Book PDF

Author : S. Taylor
Publisher : Springer
Page : 314 pages
File Size : 51,9 Mb
Release : 2014-08-27
Category : Business & Economics
ISBN : 9781137453648

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Agent-based Modeling and Simulation by S. Taylor Pdf

Operational Research (OR) deals with the use of advanced analytical methods to support better decision-making. It is multidisciplinary with strong links to management science, decision science, computer science and many application areas such as engineering, manufacturing, commerce and healthcare. In the study of emergent behaviour in complex adaptive systems, Agent-based Modelling & Simulation (ABMS) is being used in many different domains such as healthcare, energy, evacuation, commerce, manufacturing and defense. This collection of articles presents a convenient introduction to ABMS with papers ranging from contemporary views to representative case studies. The OR Essentials series presents a unique cross-section of high quality research work fundamental to understanding contemporary issues and research across a range of Operational Research (OR) topics. It brings together some of the best research papers from the esteemed Operational Research Society and its associated journals, also published by Palgrave Macmillan.

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 : 40,8 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

Multi-Agent-Based Simulation II

Jaime S. Sichman,Francois Bousquet,Paul Davidsson
Multi Agent Based Simulation II Book PDF

Author : Jaime S. Sichman,Francois Bousquet,Paul Davidsson
Publisher : Springer Science & Business Media
Page : 204 pages
File Size : 41,9 Mb
Release : 2003-02-05
Category : Computers
ISBN : 9783540006077

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Multi-Agent-Based Simulation II by Jaime S. Sichman,Francois Bousquet,Paul Davidsson Pdf

This volume presents extended and revised versions of the papers presented at the Third International Workshop on Multi-Agent Based Simulation (MABS 2002), a workshop federated with the First International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2002), which was held in Bologna, Italy, in July, 2002. This workshop was the third in the MABS series. The earlier two were - ganized as workshops of the two most recent ICMAS conferences (ICMAS 1998, Paris, France and ICMAS 2000, Boston, USA). Revised versions of the papers presented at these workshops were published as volumes 1534 and 1979 in the Lecture Notes in Arti?cial Intelligence series. One aim of the workshop was to develop stronger links between those wo- ing in the social sciences and those involved with multi-agent systems. We are pleased to note that many important conferences in various disciplines such as geography, economics, ecology, sociology, and physics have hosted workshops on MABS-related topics and that many respected journals publish papers that - clude elements of MABS. But although MABS is gradually acquiring legitimacy in many disciplinary ?elds, much remains to be done to clarify the potential use of MABS in these disciplines. Researchers from these disciplines have di?erent points of view on issues such as time-frame, space, geographical scales, or- nizational levels, etc. Moreover, the interest in MABS goes beyond the scienti?c community, as MABS models have been developed and used interactively with other communities as well.

Multi-Agent-Based Simulation VI

Jaime S. Sichman,Luis Antunes
Multi Agent Based Simulation VI Book PDF

Author : Jaime S. Sichman,Luis Antunes
Publisher : Springer
Page : 190 pages
File Size : 54,8 Mb
Release : 2006-03-10
Category : Computers
ISBN : 9783540333814

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Multi-Agent-Based Simulation VI by Jaime S. Sichman,Luis Antunes Pdf

This book constitutes the thoroughly refereed post-proceedings of the 6th International Workshop on Multi-Agent-Based Simulation, MABS 2005, held in Utrecht, The Netherlands in July 2005 as an associated event of AAMAS 2005, the main international conference on autonomous agents and multi-agent systems. The 12 revised full papers presented together with 1 invited talk were carefully reviewed. The papers are organized in topical sections on coalition emergence, theories and models, applications, and environments.

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 : 41,6 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.

Multi-Agent and Multi-Agent-Based Simulation

Paul Davidsson
Multi Agent and Multi Agent Based Simulation Book PDF

Author : Paul Davidsson
Publisher : Springer Science & Business Media
Page : 275 pages
File Size : 41,9 Mb
Release : 2005-03-07
Category : Computers
ISBN : 9783540252627

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Multi-Agent and Multi-Agent-Based Simulation by Paul Davidsson Pdf

This book constitutes the thoroughly refereed postproceedings of the Joint International Workshop on Multi-Agent and Multi-Agent-Based Simulation, MABS 2004, held in New York, NY, USA in July 2004. The 20 revised full papers presented have gone through two rounds of reviewing, selection, and improvement; they present state-of-the-art research results in agent-based simulation and modeling. The papers are organized in topical sections on simulation of multi-agent systems, techniques and technologies, methodology and modeling, social dynamics, and application.

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

Nicolas Radley
Multi Agent Systems Modeling Control Programming Simulations and Applications Book PDF

Author : Nicolas Radley
Publisher : Unknown
Page : 284 pages
File Size : 53,6 Mb
Release : 2016-04-01
Category : Electronic
ISBN : 1681173131

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Multi-Agent Systems - Modeling, Control, Programming, Simulations and Applications by Nicolas Radley Pdf

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.