Agent Based Modeling And The Effects Of Network Structure On The Dynamics Of Multi Agent Social Systems

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Agent-Based Modelling of Socio-Technical Systems

Author : Koen H. van Dam
Publisher : Springer Science & Business Media
ISBN 13 : 9400749325
Total Pages : 285 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Agent-Based Modelling of Socio-Technical Systems by : Koen H. van Dam

Download or read book Agent-Based Modelling of Socio-Technical Systems written by Koen H. van Dam and published by Springer Science & Business Media. This book was released on 2012-10-09 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision makers in large scale interconnected network systems require simulation models for decision support. The behaviour of these systems is determined by many actors, situated in a dynamic, multi-actor, multi-objective and multi-level environment. How can such systems be modelled and how can the socio-technical complexity be captured? Agent-based modelling is a proven approach to handle this challenge. This book provides a practical introduction to agent-based modelling of socio-technical systems, based on a methodology that has been developed at TU Delft and which has been deployed in a large number of case studies. The book consists of two parts: the first presents the background, theory and methodology as well as practical guidelines and procedures for building models. In the second part this theory is applied to a number of case studies, where for each model the development steps are presented extensively, preparing the reader for creating own models.

Agent-based Modeling and Network Dynamics

Author : Akira Namatame
Publisher : Oxford University Press
ISBN 13 : 0198708289
Total Pages : 341 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Agent-based Modeling and Network Dynamics by : Akira Namatame

Download or read book Agent-based Modeling and Network Dynamics written by Akira Namatame and published by Oxford University Press. This book was released on 2016 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book integrates agent-based modeling and network science. It is divided into three parts, namely, foundations, primary dynamics on and of social networks, and applications. The authors begin with the network origin of agent-based models, known as cellular automata, and introduce a number of classic models, such as Schelling's segregation model and Axelrod's spatial game. The text shows that the modern network science mainly driven by game-theorists andsociophysicists has inspired agent-based social scientists to develop alternative formation algorithms, known as agent-based social networks.

Multi-Agent-Based Simulation

Author : Scott Moss
Publisher : Springer
ISBN 13 : 3540445617
Total Pages : 275 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Multi-Agent-Based Simulation by : Scott Moss

Download or read book Multi-Agent-Based Simulation written by Scott Moss and published by Springer. This book was released on 2003-07-31 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is based on papers accepted for the Second International Workshop on Multi-agent-based Simulation (MABS-2000)federated with the Fourth Int- national Conference on Multi Agent Systems (ICMAS-2000)held in Boston in July 2000. The purpose of MABS-2000 was to investigate and develop the synergy - tween software engineering for multi-agent systems and agent-based social s- ulation. The papers included in the MABS-2000 workshop were selected either because they explore how agent interaction can be used to build multi-agent s- tems or they o?er examples of problem-oriented (rather than technique-oriented) systems. No paper was selected if it speci?ed a model or an issue to make it ?t a previously chosen technique. All of the papers in the volume have been reviewed and in many cases revised since the workshop. Two papers (by Edmonds and by Hales)as well as the editorial introduction have been added to those accepted for the workshop. As editors and workshop organisers, we are very grateful to the participants who engaged enthusiastically in the discussions about both individual papers and the issues facing the MABS community. Issues raised and positions taken in those discussions are reported in the editorial introduction. We are also grateful to the authors for their punctuality and the grace with which they received and responded to editorial comments and requests. Klaus Fischer, the ICMAS-2000 workshops chair, was exceptionally patient and diplomatic in reconciling our demands with the resources available.

Social Computing, Behavioral-Cultural Modeling and Prediction

Author : Shanchieh Jay Yang
Publisher : Springer
ISBN 13 : 3642290477
Total Pages : 379 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Social Computing, Behavioral-Cultural Modeling and Prediction by : Shanchieh Jay Yang

Download or read book Social Computing, Behavioral-Cultural Modeling and Prediction written by Shanchieh Jay Yang and published by Springer. This book was released on 2012-03-20 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction, held in College Park, MD, USA, in April 2012. The 43 revised papers presented in this volume were carefully reviewed and selected from 76 submissions. The papers cover a wide range of topics including economics, public health, and terrorist activities, as well as utilize a broad variety of methodologies, e.g., machine learning, cultural modeling and cognitive modeling.

Multi-Agent-Based Simulation XIX

Author : Paul Davidsson
Publisher : Springer
ISBN 13 : 3030222705
Total Pages : 162 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Multi-Agent-Based Simulation XIX by : Paul Davidsson

Download or read book Multi-Agent-Based Simulation XIX written by Paul Davidsson and published by Springer. This book was released on 2019-06-19 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Agent and Multi-Agent Systems: Technologies and Applications

Author : Gordan Jezic
Publisher : Springer
ISBN 13 : 3319197282
Total Pages : 455 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Agent and Multi-Agent Systems: Technologies and Applications by : Gordan Jezic

Download or read book Agent and Multi-Agent Systems: Technologies and Applications written by Gordan Jezic and published by Springer. This book was released on 2015-06-09 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agents and multi-agent systems are related to a modern software paradigm which has long been recognized as a promising technology for constructing autonomous, complex and intelligent systems. The topics covered in this volume include agent-oriented software engineering, agent co-operation, co-ordination, negotiation, organization and communication, distributed problem solving, specification of agent communication languages, agent privacy, safety and security, formalization of ontologies and conversational agents. The volume highlights new trends and challenges in agent and multi-agent research and includes 38 papers classified in the following specific topics: learning paradigms, agent-based modeling and simulation, business model innovation and disruptive technologies, anthropic-oriented computing, serious games and business intelligence, design and implementation of intelligent agents and multi-agent systems, digital economy, and advances in networked virtual enterprises. Published papers have been presented at the 9th KES Conference on Agent and Multi-Agent Systems – Technologies and Applications (KES-AMSTA 2015) held in Sorrento, Italy. Presented results should be of value 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, tools and applications.

Multi-Agent-Based Simulation XX

Author : Mario Paolucci
Publisher : Springer Nature
ISBN 13 : 3030608433
Total Pages : 136 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Multi-Agent-Based Simulation XX by : Mario Paolucci

Download or read book Multi-Agent-Based Simulation XX written by Mario Paolucci and published by Springer Nature. This book was released on 2020-11-03 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computational Science – ICCS 2008

Author : Marian Bubak
Publisher : Springer
ISBN 13 : 3540693874
Total Pages : 771 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Computational Science – ICCS 2008 by : Marian Bubak

Download or read book Computational Science – ICCS 2008 written by Marian Bubak and published by Springer. This book was released on 2008-06-25 with total page 771 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNCS 5101-5103 constitutes the refereed proceedings of the 8th International Conference on Computational Science, ICCS 2008, held in Krakow, Poland in June 2008. The 167 revised papers of the main conference track presented together with the abstracts of 7 keynote talks and the 100 revised papers from 14 workshops were carefully reviewed and selected for inclusion in the three volumes. The main conference track was divided into approximately 20 parallel sessions addressing topics such as e-science applications and systems, scheduling and load balancing, software services and tools, new hardware and its applications, computer networks, simulation of complex systems, image processing and visualization, optimization techniques, numerical linear algebra, and numerical algorithms. The second volume contains workshop papers related to various computational research areas, e.g.: computer graphics and geometric modeling, simulation of multiphysics multiscale systems, computational chemistry and its applications, computational finance and business intelligence, physical, biological and social networks, geocomputation, and teaching computational science. The third volume is mostly related to computer science topics such as bioinformatics' challenges to computer science, tools for program development and analysis in computational science, software engineering for large-scale computing, collaborative and cooperative environments, applications of workflows in computational science, as well as intelligent agents and evolvable systems.

Agent-based Modeling and Simulation

Author : S. Taylor
Publisher : Springer
ISBN 13 : 1137453648
Total Pages : 223 pages
Book Rating : 4.1/5 (374 download)

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Book Synopsis Agent-based Modeling and Simulation by : S. Taylor

Download or read book Agent-based Modeling and Simulation written by S. Taylor and published by Springer. This book was released on 2014-08-27 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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

Author : Dignum, Virginia
Publisher : IGI Global
ISBN 13 : 1605662577
Total Pages : 630 pages
Book Rating : 4.6/5 (56 download)

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

Download or read book Handbook of Research on Multi-Agent Systems: Semantics and Dynamics of Organizational Models written by Dignum, Virginia and published by IGI Global. This book was released on 2009-03-31 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provide a comprehensive view of current developments in agent organizations as a paradigm for both the modeling of human organizations, and for designing effective artificial organizations"--Provided by publisher.

Proceedings of the 2019 International Conference of The Computational Social Science Society of the Americas

Author : Zining Yang
Publisher : Springer Nature
ISBN 13 : 3030775178
Total Pages : 403 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Proceedings of the 2019 International Conference of The Computational Social Science Society of the Americas by : Zining Yang

Download or read book Proceedings of the 2019 International Conference of The Computational Social Science Society of the Americas written by Zining Yang and published by Springer Nature. This book was released on 2021-10-02 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest research into CSS methods, uses, and results, as presented at the 2019 annual conference of the CSSSA. This conference was held in Santa Fe, New Mexico, October 24 – 27, 2019, at the Drury Plaza Hotel. What follows is a diverse representation of new results and approaches for using the tools of CSS and agent-based modeling (ABM) for exploring complex phenomena across many different domains. Readers will therefore not only have the results of these specific projects on which to build, but will also gain a greater appreciation for the broad scope of CSS, and have a wealth of case-study examples that can serve as meaningful exemplars for new research projects and activities. The Computational Social Science Society of the Americas (CSSSA) is a professional society that aims to advance the field of CSS in all its areas, from fundamental principles to real-world applications, by holding conferences and workshops, promoting standards of scientific excellence in research and teaching, and publishing novel research findings.

Simulating Innovation

Author : Christopher Watts
Publisher : Edward Elgar Publishing
ISBN 13 : 1849801606
Total Pages : 303 pages
Book Rating : 4.8/5 (498 download)

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Book Synopsis Simulating Innovation by : Christopher Watts

Download or read book Simulating Innovation written by Christopher Watts and published by Edward Elgar Publishing. This book was released on 2014-01-31 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: Christopher Watts and Nigel Gilbert explore the generation, diffusion and impact of innovations, which can now be studied using computer simulations. ø Agent-based simulation models can be used to explain the innovation that emerges from interact

Environmental Literacy in Science and Society

Author : Roland W. Scholz
Publisher : Cambridge University Press
ISBN 13 : 1139503901
Total Pages : 659 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Environmental Literacy in Science and Society by : Roland W. Scholz

Download or read book Environmental Literacy in Science and Society written by Roland W. Scholz and published by Cambridge University Press. This book was released on 2011-07-21 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an era where humans affect virtually all of the earth's processes, questions arise about whether we have sufficient knowledge of human-environment interactions. How can we sustain the Earth's ecosystems to prevent collapses and what roles should practitioners and scientists play in this process? These are the issues central to the concept of environmental literacy. This unique book provides a comprehensive review and analysis of environmental literacy within the context of environmental science and sustainable development. Approaching the topic from multiple perspectives, it explores the development of human understanding of the environment and human-environment interactions in the fields of biology, psychology, sociology, economics and industrial ecology. The discussion emphasises the importance of knowledge integration and transdisciplinary processes as key strategies for understanding complex human-environment systems (HES). In addition, the author defines the HES framework as a template for investigating sustainably coupled human-environment systems in the 21st century.

Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection

Author : Yves Demazeau
Publisher : Springer
ISBN 13 : 3319599305
Total Pages : 384 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection by : Yves Demazeau

Download or read book Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection written by Yves Demazeau and published by Springer. This book was released on 2017-06-08 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th International Conference on Practical Applications of Scalable Multi-Agent Systems, PAAMS 2017, held in Porto, Portugal, in June 2017. The 11 revised full papers, 11 short papers, and 17 Demo papers were carefully reviewed and selected from 63 submissions. The papers report on the application and validation of agent-based models, methods, and technologies in a number of key application areas, including day life and real world, energy and networks, human and trust, markets and bids, models and tools, negotiation and conversation, scalability and resources.

Organizational Network Analysis

Author : Anna Ujwary-Gil
Publisher : Routledge
ISBN 13 : 1000730425
Total Pages : 229 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Organizational Network Analysis by : Anna Ujwary-Gil

Download or read book Organizational Network Analysis written by Anna Ujwary-Gil and published by Routledge. This book was released on 2019-12-03 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: The integrated meta-model for organizational resource audit is a consistent and comprehensive instrument for auditing intangible resources and their relations and associations from the network perspective. This book undertakes a critically important problem of management sciences, poorly recognized in literature although determining the current and future competitiveness of enterprises, sectors and economies. The author notes the need to introduce a theoretical input, which is manifested by the meta-model. An expression of this treatment is the inclusion of the network as a structure of activities, further knowledge as an activity, and intangible assets as intellectual capital characterized by a structure of connections. The case study presented is an illustration of the use of network analysis tools and other instruments to identify not only the most important resources, tasks or actors, as well as their effectiveness, but also to connect the identified networks with each other. The author opens the field for applying her methodology, revealing the structural and dynamic features of the intangible resources of the organization. The novelty of the proposed meta-model shows the way to in-depth applications of network analysis techniques in an intra-organizational environment. Organizational Network Analysis makes a significant contribution to the development of management sciences, in terms of strategic management and more strictly resource approach to the company through structural definition of knowledge; application of the concept of improvement-oriented audit abandoning a narrow understanding of this technique in terms of compliance; reliable presentation of audits available in the literature; rigorous reasoning leading to the development of a meta-model; close linking of knowledge and resources with the strategy at the design stage of the developed audit model, including the analysis of link dynamics and networks together with an extensive metrics proposal; an interesting illustration of the application with the use of metrics, tables and charts. It will be of value to researchers, academics, managers, and students in the fields of strategic management, organizational studies, social network analysis in management, knowledge management, and auditing knowledge resources in organizations.

Artificial Intelligence Research and Development

Author : Cecilio Angulo
Publisher : IOS Press
ISBN 13 : 1586037986
Total Pages : 452 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Artificial Intelligence Research and Development by : Cecilio Angulo

Download or read book Artificial Intelligence Research and Development written by Cecilio Angulo and published by IOS Press. This book was released on 2007 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains papers which were presented at the 10th anniversary of the International Conference of the ACIA (CCIA'07) in Sant Julia de Loria (Andorra), October 25-26th, 2007. This book is intended for those computer scientists or engineers who are interested in artificial intelligence."

Computational Science – ICCS 2019

Author : João M. F. Rodrigues
Publisher : Springer
ISBN 13 : 3030227413
Total Pages : 690 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Computational Science – ICCS 2019 by : João M. F. Rodrigues

Download or read book Computational Science – ICCS 2019 written by João M. F. Rodrigues and published by Springer. This book was released on 2019-06-07 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five-volume set LNCS 11536, 11537, 11538, 11539 and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019. The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track; Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019 Chapter “Comparing Domain-decomposition Methods for the Parallelization of Distributed Land Surface Models” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.