Knowledge Processing And Decision Making In Agent Based Systems

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Knowledge Processing and Decision Making in Agent-Based Systems

Lakhmi C Jain,Ngoc Thanh Nguyen
Knowledge Processing and Decision Making in Agent Based Systems Book PDF

Author : Lakhmi C Jain,Ngoc Thanh Nguyen
Publisher : Springer
Page : 326 pages
File Size : 52,5 Mb
Release : 2009-08-29
Category : Mathematics
ISBN : 3540881654

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Knowledge Processing and Decision Making in Agent-Based Systems by Lakhmi C Jain,Ngoc Thanh Nguyen Pdf

Knowledge processing and decision making in agent-based systems constitute the key components of intelligent machines. The contributions included in the book are: Innovations in Knowledge Processing and Decision Making in Agent-Based Systems Towards Real-World HTN Planning Agents Mobile Agent-Based System for Distributed Software Maintenance Software Agents in New Generation Networks: Towards the Automation of Telecom Processes Multi-agent Systems and Paraconsistent Knowledge An Agent-based Negotiation Platform for Collaborative Decision-Making in Construction Supply Chain An Event-Driven Algorithm for Agents at the Web A Generic Mobile Agent Framework Toward Ambient Intelligence Developing Actionable Trading Strategies Agent Uncertainty Model and Quantum Mechanics Representation Agent Transportation Layer Adaptation System Software Agents to Enable Service Composition through Negotiation Advanced Technology Towards Developing Decentralized Autonomous Flexible Manufacturing Systems

Knowledge Processing and Decision Making in Agent-Based Systems

Lakhmi C. Jain,Ngoc Thanh Nguyen
Knowledge Processing and Decision Making in Agent Based Systems Book PDF

Author : Lakhmi C. Jain,Ngoc Thanh Nguyen
Publisher : Springer
Page : 326 pages
File Size : 41,8 Mb
Release : 2008-12-19
Category : Technology & Engineering
ISBN : 9783540880493

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Knowledge Processing and Decision Making in Agent-Based Systems by Lakhmi C. Jain,Ngoc Thanh Nguyen Pdf

Knowledge processing and decision making in agent-based systems constitute the key components of intelligent machines. The contributions included in the book are: Innovations in Knowledge Processing and Decision Making in Agent-Based Systems Towards Real-World HTN Planning Agents Mobile Agent-Based System for Distributed Software Maintenance Software Agents in New Generation Networks: Towards the Automation of Telecom Processes Multi-agent Systems and Paraconsistent Knowledge An Agent-based Negotiation Platform for Collaborative Decision-Making in Construction Supply Chain An Event-Driven Algorithm for Agents at the Web A Generic Mobile Agent Framework Toward Ambient Intelligence Developing Actionable Trading Strategies Agent Uncertainty Model and Quantum Mechanics Representation Agent Transportation Layer Adaptation System Software Agents to Enable Service Composition through Negotiation Advanced Technology Towards Developing Decentralized Autonomous Flexible Manufacturing Systems

Knowledge Processing and Decision Making in Agent-Based Systems

Lakhmi C Jain,Ngoc Thanh Nguyen
Knowledge Processing and Decision Making in Agent Based Systems Book PDF

Author : Lakhmi C Jain,Ngoc Thanh Nguyen
Publisher : Springer Science & Business Media
Page : 325 pages
File Size : 41,5 Mb
Release : 2009-01-17
Category : Mathematics
ISBN : 9783540880486

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Knowledge Processing and Decision Making in Agent-Based Systems by Lakhmi C Jain,Ngoc Thanh Nguyen Pdf

Knowledge processing and decision making in agent-based systems constitute the key components of intelligent machines. The contributions included in the book are: Innovations in Knowledge Processing and Decision Making in Agent-Based Systems Towards Real-World HTN Planning Agents Mobile Agent-Based System for Distributed Software Maintenance Software Agents in New Generation Networks: Towards the Automation of Telecom Processes Multi-agent Systems and Paraconsistent Knowledge An Agent-based Negotiation Platform for Collaborative Decision-Making in Construction Supply Chain An Event-Driven Algorithm for Agents at the Web A Generic Mobile Agent Framework Toward Ambient Intelligence Developing Actionable Trading Strategies Agent Uncertainty Model and Quantum Mechanics Representation Agent Transportation Layer Adaptation System Software Agents to Enable Service Composition through Negotiation Advanced Technology Towards Developing Decentralized Autonomous Flexible Manufacturing Systems

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 : 55,5 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.

Recent Advances in Decision Making

Elisabeth Rakus-Andersson,Ronald R. Yager,Nikhil Ichalkaranje
Recent Advances in Decision Making Book PDF

Author : Elisabeth Rakus-Andersson,Ronald R. Yager,Nikhil Ichalkaranje
Publisher : Springer Science & Business Media
Page : 184 pages
File Size : 43,9 Mb
Release : 2009-08-04
Category : Business & Economics
ISBN : 9783642021862

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Recent Advances in Decision Making by Elisabeth Rakus-Andersson,Ronald R. Yager,Nikhil Ichalkaranje Pdf

Intelligent paradigms are increasingly finding their ways in the design and development of decision support systems. This book presents a sample of recent research results from key researchers. The contributions include: Introduction to intelligent systems in decision making - A new method of ranking intuitionistic fuzzy alternatives - Fuzzy rule base model identification by bacterial memetic algorithms - Discovering associations with uncertainty from large databases - Dempster-Shafer structures, monotonic set measures and decision making - Interpretable decision-making models - A general methodology for managerial decision making - Supporting decision making via verbalization of data analysis results using linguistic data summaries - Computational intelligence in medical decisions making. This book is directed to the researchers, graduate students, professors, decision makers and to those who are interested to investigate intelligent paradigms in decision making.

Semantic Methods for Knowledge Management and Communication

Radosław Katarzyniak Katarzyniak,Tzu-Fu Chiu,Chao-Fu Hong,Ngoc-Thanh Nguyen
Semantic Methods for Knowledge Management and Communication Book PDF

Author : Radosław Katarzyniak Katarzyniak,Tzu-Fu Chiu,Chao-Fu Hong,Ngoc-Thanh Nguyen
Publisher : Springer
Page : 370 pages
File Size : 50,8 Mb
Release : 2011-08-04
Category : Technology & Engineering
ISBN : 9783642234187

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Semantic Methods for Knowledge Management and Communication by Radosław Katarzyniak Katarzyniak,Tzu-Fu Chiu,Chao-Fu Hong,Ngoc-Thanh Nguyen Pdf

The book consists of 31 chapters in which the authors deal with multiple aspects of modeling, utilization and implementation of semantic methods for knowledge management and communication in the context of human centered computing. It is assumed that the modern human centered computing requires the intensive application of these methods as well as effective integration with multiple techniques of computational collective intelligence. The book is organized in four parts devoted to the presentation of utilization of knowledge processing in agent and multiagent systems, application of computational collective intelligence to knowledge management, models for collectives of intelligent agents, and models and environments tailored directly to human-centered computing. All chapters in the book discuss theoretical and practical issues related to various models and aspects of computational techniques for semantic methods, which are currently studied and developed in many academic and industry centers over the world. The editors hope that the book can be useful for graduate and PhD students of computer science, as well as for mature academics, researchers and practitioners interested in developing of modern methods for representation, processing and distribution of knowledge in the context of human centered computing and by means of computer based information systems. It is the hope of the editors that readers of this volume can find in all chosen chapters many inspiring ideas and influential practical examples, as well as use them in their current and future work.

Data Mining and Multi-agent Integration

Longbing Cao
Data Mining and Multi agent Integration Book PDF

Author : Longbing Cao
Publisher : Springer Science & Business Media
Page : 334 pages
File Size : 43,5 Mb
Release : 2009-07-25
Category : Computers
ISBN : 9781441905222

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Data Mining and Multi-agent Integration by Longbing Cao Pdf

Data Mining and Multi agent Integration aims to re?ect state of the art research and development of agent mining interaction and integration (for short, agent min ing). The book was motivated by increasing interest and work in the agents data min ing, and vice versa. The interaction and integration comes about from the intrinsic challenges faced by agent technology and data mining respectively; for instance, multi agent systems face the problem of enhancing agent learning capability, and avoiding the uncertainty of self organization and intelligence emergence. Data min ing, if integrated into agent systems, can greatly enhance the learning skills of agents, and assist agents with predication of future states, thus initiating follow up action or intervention. The data mining community is now struggling with mining distributed, interactive and heterogeneous data sources. Agents can be used to man age such data sources for data access, monitoring, integration, and pattern merging from the infrastructure, gateway, message passing and pattern delivery perspectives. These two examples illustrate the potential of agent mining in handling challenges in respective communities. There is an excellent opportunity to create innovative, dual agent mining interac tion and integration technology, tools and systems which will deliver results in one new technology.

Intelligent Autonomous Systems

Dilip Kumar Pratihar
Intelligent Autonomous Systems Book PDF

Author : Dilip Kumar Pratihar
Publisher : Springer
Page : 266 pages
File Size : 55,9 Mb
Release : 2010-03-11
Category : Technology & Engineering
ISBN : 9783642116766

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Intelligent Autonomous Systems by Dilip Kumar Pratihar Pdf

Intelligent Autonomous Systems (IAS) are the physical embodiment of machine intelligence providing a core concept for integrating various advanced techno- gies with pattern recognition and learning. The basic philosophy of IAS research is to explore and understand the nature of intelligence in problems of perception, reasoning, learning and control in order to develop and implement the theory to engineered realization. In other words, the objective is to formulate various me- odologies for the development of robots which can operate autonomously and exhibit intelligent behavior by making appropriate decisions to perform the right task at the right time. Since IAS basically deals with the integration of machines, computing, sensing, and software to create intelligent systems capable of intera- ing with the complexities of the real world, advanced topics like soft computing, artificial life, evolutionary biology, and cognitive psychology have great promise in improving its intelligence and performance. Because of the inter-disciplinary character, the subject has several challenging issues for research, design and development covering a number of disciplines. These issues are further concerned with the development of both technology and methodology apart from various operations. The present research monograph titled “Intelligent Autonomous Systems: Foundations and Applications", edited by two renowned researchers, Professor Dilip K. Pratihar of IIT, Kharagpur, India and Professor Lakhmi C. Jain, Univ- sity of South Australia, Australia, provides a fairly representative cross-section of the activities that is going on all over the world in this area.

Knowledge-Based Intelligent Information and Engineering Systems

Ignac Lovrek
Knowledge Based Intelligent Information and Engineering Systems Book PDF

Author : Ignac Lovrek
Publisher : Springer
Page : 1043 pages
File Size : 40,5 Mb
Release : 2008-09-20
Category : Computers
ISBN : 9783540855651

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Knowledge-Based Intelligent Information and Engineering Systems by Ignac Lovrek Pdf

The three volume set LNAI 5177, LNAI 5178, and LNAI 5179, constitutes the refereed proceedings of the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2008, held in Zagreb, Croatia, in September 2008. The 316 revised papers presented were carefully reviewed and selected. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; topics covered in the second volume are artificial intelligence driven engineering design optimization; biomedical informatics: intelligent information management from nanomedicine to public health; communicative intelligence; computational intelligence for image processing and pattern recognition; computational intelligence in human cancer research; computational intelligence techniques for Web personalization; computational intelligent techniques for bioprocess modelling, monitoring and control; intelligent computing for Grid; intelligent security techniques; intelligent utilization of soft computing techniques; reasoning-based intelligent systems: relevant reasoning for discovery and prediction; spatio-temporal database concept support for organizing virtual earth; advanced knowledge-based systems; chance discovery; innovation-oriented knowledge management platform; knowledge-based creativity support systems; knowledge-based interface systems; knowledge-based multi-criteria decision support; and knowledge-based systems for e-business.

Multi-Agent Systems for Concurrent Intelligent Design and Manufacturing

Weiming Shen
Multi Agent Systems for Concurrent Intelligent Design and Manufacturing Book PDF

Author : Weiming Shen
Publisher : CRC Press
Page : 415 pages
File Size : 45,6 Mb
Release : 2019-09-17
Category : Technology & Engineering
ISBN : 9780429530364

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Multi-Agent Systems for Concurrent Intelligent Design and Manufacturing by Weiming Shen 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 act

Domain Driven Data Mining

Longbing Cao,Philip S. Yu,Chengqi Zhang,Yanchang Zhao
Domain Driven Data Mining Book PDF

Author : Longbing Cao,Philip S. Yu,Chengqi Zhang,Yanchang Zhao
Publisher : Springer Science & Business Media
Page : 251 pages
File Size : 47,8 Mb
Release : 2010-01-08
Category : Computers
ISBN : 9781441957375

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Domain Driven Data Mining by Longbing Cao,Philip S. Yu,Chengqi Zhang,Yanchang Zhao Pdf

This book offers state-of the-art research and development outcomes on methodologies, techniques, approaches and successful applications in domain driven, actionable knowledge discovery. It bridges the gap between business expectations and research output.

Handbook on Decision Making

Chee Peng Lim
Handbook on Decision Making Book PDF

Author : Chee Peng Lim
Publisher : Springer Science & Business Media
Page : 532 pages
File Size : 40,8 Mb
Release : 2010-09-07
Category : Technology & Engineering
ISBN : 9783642136399

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Handbook on Decision Making by Chee Peng Lim Pdf

Decision making arises when we wish to select the best possible course of action from a set of alternatives. With advancements of the digital technologies, it is easy, and almost instantaneous, to gather a large volume of information and/or data pertaining to a problem that we want to solve. For instance, the world-wi- web is perhaps the primary source of information and/or data that we often turn to when we face a decision making problem. However, the information and/or data that we obtain from the real world often are complex, and comprise various kinds of noise. Besides, real-world information and/or data often are incomplete and ambiguous, owing to uncertainties of the environments. All these make decision making a challenging task. To cope with the challenges of decision making, - searchers have designed and developed a variety of decision support systems to provide assistance in human decision making processes. The main aim of this book is to provide a small collection of techniques stemmed from artificial intelligence, as well as other complementary methodo- gies, that are useful for the design and development of intelligent decision support systems. Application examples of how these intelligent decision support systems can be utilized to help tackle a variety of real-world problems in different - mains, e. g. business, management, manufacturing, transportation and food ind- tries, and biomedicine, are also presented. A total of twenty chapters, which can be broadly divided into two parts, i. e.

Manufacturing Intelligence for Industrial Engineering: Methods for System Self-Organization, Learning, and Adaptation

Zhou, Zude,Wang, Huaiqing,Lou, Ping
Manufacturing Intelligence for Industrial Engineering Methods for System Self Organization Learning and Adaptation Book PDF

Author : Zhou, Zude,Wang, Huaiqing,Lou, Ping
Publisher : IGI Global
Page : 407 pages
File Size : 47,6 Mb
Release : 2010-03-31
Category : Computers
ISBN : 9781605668659

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Manufacturing Intelligence for Industrial Engineering: Methods for System Self-Organization, Learning, and Adaptation by Zhou, Zude,Wang, Huaiqing,Lou, Ping Pdf

"This book focuses on the latest innovations in the process of manufacturing in engineering"--Provided by publisher.

Intelligent Knowledge-Based Systems

Cornelius T. Leondes
Intelligent Knowledge Based Systems Book PDF

Author : Cornelius T. Leondes
Publisher : Springer Science & Business Media
Page : 2041 pages
File Size : 52,8 Mb
Release : 2010-04-28
Category : Computers
ISBN : 9781402078293

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Intelligent Knowledge-Based Systems by Cornelius T. Leondes Pdf

This five-volume set clearly manifests the great significance of these key technologies for the new economies of the new millennium. The discussions provide a wealth of practical ideas intended to foster innovation in thought and, consequently, in the further development of technology. Together, they comprise a significant and uniquely comprehensive reference source for research workers, practitioners, computer scientists, academics, students, and others on the international scene for years to come.

Decision Making in Complex Systems

Marina V. Sokolova,Antonio Fernández Caballero
Decision Making in Complex Systems Book PDF

Author : Marina V. Sokolova,Antonio Fernández Caballero
Publisher : Springer Science & Business Media
Page : 184 pages
File Size : 50,6 Mb
Release : 2012-01-13
Category : Technology & Engineering
ISBN : 9783642255441

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Decision Making in Complex Systems by Marina V. Sokolova,Antonio Fernández Caballero Pdf

The study of complex systems attracts the attention of many researchers in diverse fields. Complex systems are characterized by a high number of entities and a high degree of interactions. One of the most important features is that they do not involve a central organizing authority, but the various elements that make up the systems are self-organized. Moreover, some complex systems possess an emergency priority: climate change and sustainable development research, studies of public health, ecosystem habitats, epidemiology, and medicine, among others. Unfortunately, a great number of today’s overlapping approaches fail to meet the needs of decision makers when managing complex domains. Indeed, the design of complex systems often requires the integration of a number of artificial intelligence tools and techniques. The problem can be viewed in terms of goals, states, and actions, choosing the best action to move the system toward its desired state or behavior. This is why agent-based approaches are used to model complex systems. The main objective of this book is to bring together existing methods for decision support systems creation within a coherent agent-based framework and to provide an interdisciplinary and flexible methodology for modeling complex and systemic domains.