Engineering Intelligent Hybrid Multi Agent Systems

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Engineering Intelligent Hybrid Multi-Agent Systems

Author : Rajiv Khosla
Publisher : Springer Science & Business Media
ISBN 13 : 1461562236
Total Pages : 421 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Engineering Intelligent Hybrid Multi-Agent Systems by : Rajiv Khosla

Download or read book Engineering Intelligent Hybrid Multi-Agent Systems written by Rajiv Khosla and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering Intelligent Hybrid Multi-Agent Systems is about building intelligent hybrid systems. Included is coverage of applications and design concepts related to fusion systems, transformation systems and combination systems. These applications are in areas involving hybrid configurations of knowledge-based systems, case-based reasoning, fuzzy systems, artificial neural networks, genetic algorithms, and in knowledge discovery and data mining. Through examples and applications a synergy of these subjects is demonstrated. The authors introduce a multi-agent architectural theory for engineering intelligent associative hybrid systems. The architectural theory is described at both the task structure level and the computational level. This problem-solving architecture is relevant for developing knowledge agents and information agents. An enterprise-wide system modeling framework is outlined to facilitate forward and backward integration of systems developed in the knowledge, information, and data engineering layers of an organization. In the modeling process, software engineering aspects like agent oriented analysis, design and reuse are developed and described. Engineering Intelligent Hybrid Multi-Agent Systems is the first book in the field to provide details of a multi-agent architecture for building intelligent hybrid systems.

Agent-Based Hybrid Intelligent Systems

Author : Zili Zhang (Ph.D.)
Publisher : Springer Science & Business Media
ISBN 13 : 3540209085
Total Pages : 200 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Agent-Based Hybrid Intelligent Systems by : Zili Zhang (Ph.D.)

Download or read book Agent-Based Hybrid Intelligent Systems written by Zili Zhang (Ph.D.) and published by Springer Science & Business Media. This book was released on 2004-01-28 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solving complex problems in real-world contexts, such as financial investment planning or mining large data collections, involves many different sub-tasks, each of which requires different techniques. To deal with such problems, a great diversity of intelligent techniques are available, including traditional techniques like expert systems approaches and soft computing techniques like fuzzy logic, neural networks, or genetic algorithms. These techniques are complementary approaches to intelligent information processing rather than competing ones, and thus better results in problem solving are achieved when these techniques are combined in hybrid intelligent systems. Multi-Agent Systems are ideally suited to model the manifold interactions among the many different components of hybrid intelligent systems. This book introduces agent-based hybrid intelligent systems and presents a framework and methodology allowing for the development of such systems for real-world applications. The authors focus on applications in financial investment planning and data mining.

Innovations in Multi-Agent Systems and Application – 1

Author : Dipti Srinivasan
Publisher : Springer Science & Business Media
ISBN 13 : 3642144349
Total Pages : 303 pages
Book Rating : 4.6/5 (421 download)

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

Download or read book Innovations in Multi-Agent Systems and Application – 1 written by Dipti Srinivasan and published by Springer Science & Business Media. This book was released on 2010-08-10 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of multi-agent systems and several applications that have been developed for real-world problems. Multi-agent systems is an area of distributed artificial intelligence that emphasizes the joint behaviors of agents with some degree of autonomy and the complexities arising from their interactions. Multi-agent systems allow the subproblems of a constraint satisfaction problem to be subcontracted to different problem solving agents with their own interest and goals. This increases the speed, creates parallelism and reduces the risk of system collapse on a single point of failure. Different multi-agent architectures, that are tailor-made for a specific application are possible. They are able to synergistically combine the various computational intelligent techniques for attaining a superior performance. This gives an opportunity for bringing the advantages of various techniques into a single framework. It also provides the freedom to model the behavior of the system to be as competitive or coordinating, each having its own advantages and disadvantages.

An Introduction to MultiAgent Systems

Author : Michael Wooldridge
Publisher : John Wiley & Sons
ISBN 13 : 0470519460
Total Pages : 484 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis An Introduction to MultiAgent Systems by : Michael Wooldridge

Download or read book An Introduction to MultiAgent Systems written by Michael Wooldridge and published by John Wiley & Sons. This book was released on 2009-06-22 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Systems for Concurrent Intelligent Design and Manufacturing

Author : Weiming Shen
Publisher : CRC Press
ISBN 13 : 1482289253
Total Pages : 403 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Multi-Agent Systems for Concurrent Intelligent Design and Manufacturing by : Weiming Shen

Download or read book Multi-Agent Systems for Concurrent Intelligent Design and Manufacturing written by Weiming Shen and published by CRC Press. This book was released on 2019-09-17 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 act

Intelligent Multimedia Multi-Agent Systems

Author : Rajiv Khosla
Publisher : Springer Science & Business Media
ISBN 13 : 1475731965
Total Pages : 347 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Intelligent Multimedia Multi-Agent Systems by : Rajiv Khosla

Download or read book Intelligent Multimedia Multi-Agent Systems written by Rajiv Khosla and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Multimedia Multi-Agent Systems focuses on building intelligent successful systems. The book adopts a human-centered approach and considers various pragmatic issues and problems in areas like intelligent systems, software engineering, multimedia databases, electronic commerce, data mining, enterprise modeling and human-computer interaction for developing a human-centered virtual machine. The authors describe an ontology of the human-centered virtual machine which includes four components: activity-centered analysis component, problem solving adapter component, transformation agent component, and multimedia based interpretation component. These four components capture the external and internal planes of the system development spectrum. They integrate the physical, social and organizational reality on the external plane with stakeholder goals, tasks and incentives, and organization culture on the internal plane. The human-centered virtual machine and its four components are used for developing intelligent multimedia multi-agent systems in areas like medical decision support and health informatics, medical image retrieval, e-commerce, face detection and annotation, internet games and sales recruitment. The applications in these areas help to expound various aspects of the human-centered virtual machine including, human-centered domain modeling, distributed intelligence and communication, perceptual and cognitive task modeling, component based software development, and multimedia based data modeling. Further, the applications described in the book employ various intelligent technologies like neural networks, fuzzy logic and knowledge based systems, software engineering artifacts like agents and objects, internet technologies like XML and multimedia artifacts like image, audio, video and text.

Rough Sets and Current Trends in Computing

Author : Wojciech Ziarko
Publisher : Springer
ISBN 13 : 354045554X
Total Pages : 676 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Rough Sets and Current Trends in Computing by : Wojciech Ziarko

Download or read book Rough Sets and Current Trends in Computing written by Wojciech Ziarko and published by Springer. This book was released on 2003-06-29 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the Second International Conference on Rough Sets and Current Trends in Computing, RSCTC 2000, held in Banff, Canada in October 2000. The 80 revised papers presented together with an introduction and three keynote presentations have gone through two rounds of reviewing and revision. The papers are organized in topical sections on granual computing, rough sets and systems, fuzzy sets and systems, rough sets and data mining, nonclassical logics and reasoning, pattern recognition and image processing, neural networks and genetic algorithms, and current trends in computing.

Applied Decision Support with Soft Computing

Author : Xinghuo Yu
Publisher : Springer
ISBN 13 : 3540370080
Total Pages : 427 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Applied Decision Support with Soft Computing by : Xinghuo Yu

Download or read book Applied Decision Support with Soft Computing written by Xinghuo Yu and published by Springer. This book was released on 2012-12-06 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft computing has provided sophisticated methodologies for the development of intelligent decision support systems. Fast advances in soft computing technologies, such as fuzzy logic and systems, artificial neural networks and evolutionary computation, have made available powerful problem representation and modelling paradigms, and learning and optimisation mechanisms for addressing modern decision making issues. This book provides a comprehensive coverage of up-to-date conceptual frameworks in broadly perceived decision support systems and successful applications. Different from other existing books, this volume predominately focuses on applied decision support with soft computing. Areas covered include planning, management finance and administration in both the private and public sectors.

PRICAI 2002: Trends in Artificial Intelligence

Author : Mitsuru Ishizuka
Publisher : Springer Science & Business Media
ISBN 13 : 3540440380
Total Pages : 643 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis PRICAI 2002: Trends in Artificial Intelligence by : Mitsuru Ishizuka

Download or read book PRICAI 2002: Trends in Artificial Intelligence written by Mitsuru Ishizuka and published by Springer Science & Business Media. This book was released on 2002-08-07 with total page 643 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2002, held in Tokyo, Japan in August 2002. The 57 revised full papers presented together with 5 invited contributions and 26 posters were carefully reviewed and selected from 161 submissions. The papers are organized in topical sections on logic and AI foundations, representation and reasoning of actions, constraint satisfaction, foundations of agents, foundations of learning, reinforcement learning, knowledge acquisition and management, data mining and knowledge discovery, neural network learning, learning for robots, multi-agent applications, document analysis, Web intelligence, bioinformatics, intelligent learning environments, face recognition, and multimedia and emotion.

Engineering Multi-Agent Systems

Author : Matteo Baldoni
Publisher : Springer
ISBN 13 : 3319509837
Total Pages : 227 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Engineering Multi-Agent Systems by : Matteo Baldoni

Download or read book Engineering Multi-Agent Systems written by Matteo Baldoni and published by Springer. This book was released on 2016-12-15 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised, selected, and invited papers from the 4th International Workshop on Engineering Multi-Agent Systems, EMAS 2016, held in Singapore, in May 2016, in conjunction with AAMAS. The 10 full papers presented in this volume were carefully reviewed and selected from 14 submissions. The book also contains 2 invited papers; extended versions of AAMAS 2016 demonstration abstracts. EMAS deals with MAS software engineering processes, methodologies and techniques; Programming languages for MAS; Formal methods and declarative technologies for the specification, validation and verification of MAS; and development tools.

Advanced Methods and Technologies for Agent and Multi-Agent Systems

Author : D. Barbucha
Publisher : IOS Press
ISBN 13 : 1614992541
Total Pages : 484 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Advanced Methods and Technologies for Agent and Multi-Agent Systems by : D. Barbucha

Download or read book Advanced Methods and Technologies for Agent and Multi-Agent Systems written by D. Barbucha and published by IOS Press. This book was released on 2013-05-14 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of agent and multi-agent systems is concerned with the development and evaluation of sophisticated, AI-based, problem solving and control architectures for both single and multi-agent systems. This book presents the proceedings of the 7th KES Conference on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2013), held in Hue City, Vietnam, in May 2013. The KES-AMSTA 2013 conference provides an internationally respected forum for scientific research in the technologies and applications of agent and multi-agent systems. In all, 44 papers were selected for oral presentation and publication in this volume. Special attention is paid to the feature topics of intelligent technologies and applications in the area of e-health, social networking, self-organizing systems, economics and trust management. Other topics covered include: agent oriented software engineering; beliefs engineering; desires and intentions representation; agent cooperation, coordination, negotiation, organization and communication; distributed problem-solving; specification of agent communication languages; formalization of ontologies; and conversational agents. The book highlights new trends and challenges in agent and multi-agent research, and will be of interest 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 and applications.

Engineering Multi-Agent Systems

Author : Cristina Baroglio
Publisher : Springer Nature
ISBN 13 : 3030665348
Total Pages : 163 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Engineering Multi-Agent Systems by : Cristina Baroglio

Download or read book Engineering Multi-Agent Systems written by Cristina Baroglio and published by Springer Nature. This book was released on 2021-01-06 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Workshop on Engineering Multi-Agent Systems, EMAS 2020, held in Auckland, New Zealand, in May 2020. Due to the COVID-19 pandemic the conference was held virtually. The 10 revised full papers presented in this book were carefully selected and reviewed from 16 submissions. The papers cover a broad range of topics in the domains of agent-oriented software engineering, programming multi-agent systems, declarative agent languages and technologies, artificial intelligence, and machine learning.

Software Engineering for Multi-Agent Systems IV

Author : Alessandro Garcia
Publisher : Springer Science & Business Media
ISBN 13 : 3540335803
Total Pages : 267 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Software Engineering for Multi-Agent Systems IV by : Alessandro Garcia

Download or read book Software Engineering for Multi-Agent Systems IV written by Alessandro Garcia and published by Springer Science & Business Media. This book was released on 2006-04-18 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Principles of Practice in Multi-Agent Systems

Author : Jung-Jin Yang
Publisher : Springer Science & Business Media
ISBN 13 : 3642111602
Total Pages : 671 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Principles of Practice in Multi-Agent Systems by : Jung-Jin Yang

Download or read book Principles of Practice in Multi-Agent Systems written by Jung-Jin Yang and published by Springer Science & Business Media. This book was released on 2009-12-11 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agents are software processes that perceive and act in an environment, processing their perceptions to make intelligent decisions about actions to achieve their goals. Multi-agent systems have multiple agents that work in the same environment to achieve either joint or conflicting goals. Agent computing and technology is an exciting, emerging paradigm expected to play a key role in many society-changing practices from disaster response to manufacturing to agriculture. Agent and mul- agent researchers are focused on building working systems that bring together a broad range of technical areas from market theory to software engineering to user interfaces. Agent systems are expected to operate in real-world environments, with all the challenges complex environments present. After 11 successful PRIMA workshops/conferences (Pacific-Rim International Conference/Workshop on Multi-Agents), PRIMA became a new conference titled “International Conference on Principles of Practice in Multi-Agent Systems” in 2009. With over 100 submissions, an acceptance rate for full papers of 25% and 50% for posters, a demonstration session, an industry track, a RoboCup competition and workshops and tutorials, PRIMA has become an important venue for multi-agent research. Papers submitted are from all parts of the world, though with a higher representation of Pacific Rim countries than other major multi-agent research forums. This volume presents 34 high-quality and exciting technical papers on multimedia research and an additional 18 poster papers that give brief views on exciting research.

Multi Agent Systems

Author : Ricardo Lopez-Ruiz
Publisher : BoD – Books on Demand
ISBN 13 : 1789844886
Total Pages : 172 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Multi Agent Systems by : Ricardo Lopez-Ruiz

Download or read book Multi Agent Systems written by Ricardo Lopez-Ruiz and published by BoD – Books on Demand. This book was released on 2020-04-22 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

PRIMA 2013: Principles and Practice of Multi-Agent Systems

Author : Guido Boella
Publisher : Springer
ISBN 13 : 3642449271
Total Pages : 536 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis PRIMA 2013: Principles and Practice of Multi-Agent Systems by : Guido Boella

Download or read book PRIMA 2013: Principles and Practice of Multi-Agent Systems written by Guido Boella and published by Springer. This book was released on 2013-11-19 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2013, held in Dunedin, New Zealand, in December 2013. The conference was co-located with the 26th Australasian Artificial International Conference, AI 2013. The 24 revised full papers presented together with 18 short papers and 2 invited papers were carefully reviewed and selected from 81 submissions. The papers are organized in topical sections on foundations of agents and multi-agent systems; agent and multi-agent system architectures; agent-oriented software engineering; agent-based modelling and simulation; cooperation/collaboration, coordination/communication; hybrid technologies, application domains; and applications.

Conceptual Modelling of Multi-Agent Systems

Author : Norbert Glaser
Publisher : Springer Science & Business Media
ISBN 13 : 1461509734
Total Pages : 276 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Conceptual Modelling of Multi-Agent Systems by : Norbert Glaser

Download or read book Conceptual Modelling of Multi-Agent Systems written by Norbert Glaser and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conceptual Modelling of Multi-Agent Systems proposes the methodology and engineering environment CoMoMAS for the development of multi-agent systems. CoMoMAS is among the most elaborated and most often cited multi-agent development approaches available in the field. Its originality is to address the issue of the development of multi-agent systems (MAS) from a knowledge engineering perspective, which means that agents are seen as interacting entities having different kinds of knowledge, which is to be identified during development. Knowledge has played an important role for MAS development in the past, but CoMoMAS makes a step further in proposing a complete set of conceptual models and a solid methodology to guide the overall development process of a MAS-from design to validation. Conceptual Modelling of Multi-Agent Systems is an excellent reference for both researchers and practitioners in the broad area of distributed systems development. This book is of particular value from the point of view of computer science, including knowledge engineering, artificial intelligence, agent and multi-agent technology, and software engineering.