Designing With Multi Agent Systems

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Architecture-Based Design of Multi-Agent Systems

Author : Danny Weyns
Publisher : Springer Science & Business Media
Page : 237 pages
File Size : 55,7 Mb
Release : 2010-06-01
Category : Computers
ISBN : 9783642010644

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Architecture-Based Design of Multi-Agent Systems by Danny Weyns Pdf

Multi-agent systems are claimed to be especially suited to the development of software systems that are decentralized, can deal flexibly with dynamic conditions, and are open to system components that come and go. This is why they are used in domains such as manufacturing control, automated vehicles, and e-commerce markets. Danny Weyns' book is organized according to the postulate that "developing multi-agent systems is 95% software engineering and 5% multi-agent systems theory." He presents a software engineering approach for multi-agent systems that is heavily based on software architecture - with, for example, tailored patterns such as "situated agent", "virtual environment", and "selective perception" - and on middleware for distributed coordination – with programming abstractions such as "views" and "roles." Next he shows the feasibility and applicability of this approach with the development of an automated transportation system consisting of a number of automatic guided vehicles transporting loads in an industrial setting. Weyns puts the development of multi-agent systems into a larger perspective with traditional software engineering approaches. With this, he opens up opportunities to exploit the body of knowledge developed in the multi-agent systems community to tackle some of the difficult challenges of modern-day software systems, such as decentralized control, location-awareness, self-adaption, and large-scale. Thus his book is of interest for both researchers and industrial software engineers who develop applications in areas such as distributed control systems and mobile applications where such requirements are of crucial importance.

Designing with Multi-Agent Systems

Author : Evangelos Pantazis
Publisher : Walter de Gruyter GmbH & Co KG
Page : 266 pages
File Size : 44,9 Mb
Release : 2024-02-19
Category : Technology & Engineering
ISBN : 9783110797435

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Designing with Multi-Agent Systems by Evangelos Pantazis Pdf

The book presents a theoretical and technical background for applying MAS (Multi Agent Systems) in Architecture, Engineering and Construction. It focuses in the early design stage and makes use of domain specific data which relate to different design domains (structural, environmental, architectural design) to inform the agent behaviors. The proposed framework is applicable especially to design problems which traditionally require the close collaboration of engineers and architects.

Architectural Design of Multi-Agent Systems: Technologies and Techniques

Author : Lin, Hong
Publisher : IGI Global
Page : 442 pages
File Size : 44,9 Mb
Release : 2007-05-31
Category : Computers
ISBN : 9781599041100

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Architectural Design of Multi-Agent Systems: Technologies and Techniques by Lin, Hong Pdf

"This book is a compilation of advanced research results in architecture and modeling issues of multi-agent systems. It serves as a reference for research on system models, architectural design languages, methods and reasoning, module interface design, and design issues"--Provided by publisher.

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

Author : Beer, Martin,Fasli, Maria,Richards, Debbie
Publisher : IGI Global
Page : 330 pages
File Size : 52,5 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.

Regulated Open Multi-Agent Systems (ROMAS)

Author : Emilia Garcia,Adriana Giret,Vicente Botti
Publisher : Springer
Page : 151 pages
File Size : 47,5 Mb
Release : 2014-09-24
Category : Technology & Engineering
ISBN : 9783319115726

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Regulated Open Multi-Agent Systems (ROMAS) by Emilia Garcia,Adriana Giret,Vicente Botti Pdf

Addressing the open problem of engineering normative open systems using the multi-agent paradigm, normative open systems are explained as systems in which heterogeneous and autonomous entities and institutions coexist in a complex social and legal framework that can evolve to address the different and often conflicting objectives of the many stakeholders involved. Presenting a software engineering approach which covers both the analysis and design of these kinds of systems, and which deals with the open issues in the area, ROMAS (Regulated Open Multi-Agent Systems) defines a specific multi-agent architecture, meta-model, methodology and CASE tool. This CASE tool is based on Model-Driven technology and integrates the graphical design with the formal verification of some properties of these systems by means of model checking techniques. Utilizing tables to enhance reader insights into the most important requirements for designing normative open multi-agent systems, the book also provides a detailed and easy to understand description of the ROMAS approach and the advantages of using ROMAS. This method is illustrated with case studies, in which the reader may develop a comprehensive understanding of applying ROMAS to a given problem. The case studies are presented with illustrations of the developments. Reading this book will help readers to understand the increasing demand for normative open systems and their development requirements; understand how multi-agent systems approaches can be used to deal with the development of systems of this kind; to learn an easy to use and complete engineering method for large-scale and complex normative systems and to recognize how Model-Driven technology can be used to integrate the analysis, design, verification and implementation of multi-agent systems.

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

Author : Beer, Martin,Fasli, Maria,Richards, Debbie
Publisher : IGI Global
Page : 330 pages
File Size : 52,7 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.

Design of Intelligent Multi-Agent Systems

Author : Rajiv Khosla,Nikhil Ichalkaranje
Publisher : Springer
Page : 462 pages
File Size : 42,8 Mb
Release : 2013-07-25
Category : Computers
ISBN : 9783540445166

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Design of Intelligent Multi-Agent Systems by Rajiv Khosla,Nikhil Ichalkaranje Pdf

There is a tremendous interest in the design and applications of agents in virtually every area including avionics, business, internet, engineering, health sciences and management. There is no agreed one definition of an agent but we can define an agent as a computer program that autonomously or semi-autonomously acts on behalf of the user. In the last five years transition of intelligent systems research in general and agent based research in particular from a laboratory environment into the real world has resulted in the emergence of several phenomenon. These trends can be placed in three catego ries, namely, humanization, architectures and learning and adapta tion. These phenomena are distinct from the traditional logic centered approach associated with the agent paradigm. Humaniza tion of agents can be understood among other aspects, in terms of the semantics quality of design of agents. The need to humanize agents is to allow practitioners and users to make more effective use of this technology. It relates to the semantic quality of the agent design. Further, context-awareness is another aspect which has as sumed importance in the light of ubiquitous computing and ambi ent intelligence. The widespread and varied use of agents on the other hand has cre ated a need for agent-based software development frameworks and design patterns as well architectures for situated interaction, nego tiation, e-commerce, e-business and informational retrieval. Fi- vi Preface nally, traditional agent designs did not incorporate human-like abilities of learning and adaptation.

Multi-Agent Systems for Concurrent Intelligent Design and Manufacturing

Author : Weiming Shen,Douglas H. Norrie,J-P. Barthes
Publisher : CRC Press
Page : 416 pages
File Size : 50,9 Mb
Release : 2000-08-31
Category : Technology & Engineering
ISBN : 0748408827

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Multi-Agent Systems for Concurrent Intelligent Design and Manufacturing by Weiming Shen,Douglas H. Norrie,J-P. Barthes Pdf

Agent Technology, or Agent-Based Approaches, is a new paradigm for developing software applications. It has been hailed as 'the next significant breakthrough in software development', and 'the new revolution in software' after object technology or object-oriented programming. In this context, an agent is a computer system which is capable of acting autonomously in its environment in order to meet its design objectives. So in the area of concurrent design and manufacturing, a manufacturing resource, namely a machine or an operator, may cooperate and negotiate with other agents for task assignment; and an existing engineering software can be integrated with a distributed integrated engineering design and manufacturing system. Hence in agent-based systems, there is no centralized system control structure, and no pre-defined agenda for the system execution, as exist in traditional systems. This book systematically describes the principles, key issues, and applications of agent technology in relation to concurrent engineering design and manufacturing. It introduces the methodology, standards, frameworks, tools, and languages of agent-based approaches and presents a general procedure for building agent-based concurrent engineering design and manufacturing systems. Both professional and university researchers and postgraduates should find this an invaluable presentation of the corresponding theories and methods, with some practical examples for developing multi-agent systems in the domain.

Software Engineering for Multi-Agent Systems IV

Author : Alessandro Garcia,Ricardo Choren,Carlos Lucena,Paolo Giorgini,Tom Holvoet,Alexander Romanovsky
Publisher : Springer
Page : 255 pages
File Size : 43,8 Mb
Release : 2006-04-27
Category : Computers
ISBN : 9783540335832

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Software Engineering for Multi-Agent Systems IV by Alessandro Garcia,Ricardo Choren,Carlos Lucena,Paolo Giorgini,Tom Holvoet,Alexander Romanovsky Pdf

This book presents a coherent, well-balanced survey of recent advances in software engineering approaches to the design and analysis of realistic large-scale multi-agent systems (MAS). The chapters included are devoted to various techniques and methods used to cope with the complexity of real-world MAS. Reflecting the importance of agent properties in today's software systems, the power of agent-based software engineering is illustrated using examples that are representative of successful applications.

Multi-agent Systems for Education and Interactive Entertainment

Author : Martin D. Beer,Maria Fasli,Debbie Richards
Publisher : Unknown
Page : 128 pages
File Size : 48,8 Mb
Release : 2011
Category : Electronic
ISBN : OCLC:986502303

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Multi-agent Systems for Education and Interactive Entertainment by Martin D. Beer,Maria Fasli,Debbie Richards 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.

Objective Coordination in Multi-Agent System Engineering

Author : Michael Schumacher
Publisher : Springer
Page : 154 pages
File Size : 51,5 Mb
Release : 2003-06-29
Category : Computers
ISBN : 9783540449331

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Objective Coordination in Multi-Agent System Engineering by Michael Schumacher Pdf

Based on a suitably defined coordination model distinguishing between objective (inter-agent) coordination and subjective (intra-agent) coordination, this book addresses the engineering of multi-agent systems and thus contributes to closing the gap between research and applications in agent technology. After reviewing the state of the art, the author introduces the general coordination model ECM and the corresponding object-oriented coordination language STL++. The practicability of ECM/STL++ is illustrated by the simulation of a particular collective robotics application and the automation of an e-commerce trading system. Situated at the intersection of behavior-based artificial intelligence and concurrent and distributed systems, this monograph is of relevance to the agent R&D community approaching agent technology from the distributed artificial intelligence point of view as well as for the distributed systems community.

Multiagent Systems for Manufacturing Control

Author : Stefan Bussmann,Nicolas R. Jennings,M.J. Wooldridge
Publisher : Springer Science & Business Media
Page : 308 pages
File Size : 55,8 Mb
Release : 2004-06-21
Category : Technology & Engineering
ISBN : 3540209247

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Multiagent Systems for Manufacturing Control by Stefan Bussmann,Nicolas R. Jennings,M.J. Wooldridge Pdf

Presents a methodology developed by DaimlerChrysler. Illustrates the methodology through detailed case studies.

Multi Agent Systems

Author : Ricardo Lopez-Ruiz
Publisher : BoD – Books on Demand
Page : 172 pages
File Size : 40,8 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.

Design of Agent-based Models

Author : Tomáš Šalamon
Publisher : Tomáš Bruckner
Page : 220 pages
File Size : 53,8 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.

Knowledge Base Support for Design and Synthesis of Multi-Agent Systems

Author : Marc J. Raphael
Publisher : Unknown
Page : 114 pages
File Size : 46,6 Mb
Release : 2000-03-01
Category : Intelligent agents (Computer software)
ISBN : 1423535820

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Knowledge Base Support for Design and Synthesis of Multi-Agent Systems by Marc J. Raphael Pdf

AgentTool is an AFiT-produced, AFOSR-sponsored multi-agent system (MAS) development tool intended for production of MASs that meet military requirements. This research focuses on enabling MAS design and synthesis tools like agentTool to store, retrieve, and filter persistent, reusable, and reliable agent domain knowledge. This "enabling" is vital if such tools are expected to produce consistent, maintainable, and verifiable agent applications on short timetables. Enabling requires: 1) modeling the agent knowledge domain, 2) designing and employing a persistent knowledge base, and 3) bridging that domain model to the knowledge base with an extensible domain interchange grammar. The achieved interchange grammar, called Multi-Agent Markup Language (MAML), is presented and shown to be capable of representing MAS design knowledge in a concise and easily parsed form that is readily stored and retrieved in the knowledge base. The selected knowledge base, called the Agent Random-Access Meta- Structure (ARAMS), is shown to support MAML and operate in a distributed environment that permits sharing of agent development knowledge between various tools and tool instances. Tests of MAML and ARAMS with agentTool are summarized, and related future work suggested.