Agent Based Modelling Of Socio Technical Systems

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Agent-Based Modelling of Socio-Technical Systems

Author : Koen H. van Dam,Igor Nikolic,Zofia Lukszo
Publisher : Springer Science & Business Media
Page : 268 pages
File Size : 49,6 Mb
Release : 2012-10-08
Category : Computers
ISBN : 9789400749337

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Agent-Based Modelling of Socio-Technical Systems by Koen H. van Dam,Igor Nikolic,Zofia Lukszo Pdf

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 Modelling of Socio-Technical Systems

Author : Koen H. van Dam,Igor Nikolic,Zofia Lukszo
Publisher : Springer Science & Business Media
Page : 285 pages
File Size : 50,6 Mb
Release : 2012-10-09
Category : Computers
ISBN : 9789400749320

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Agent-Based Modelling of Socio-Technical Systems by Koen H. van Dam,Igor Nikolic,Zofia Lukszo Pdf

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.

Co-evolution of Intelligent Socio-technical Systems

Author : Evangelia Mitleton-Kelly
Publisher : Springer
Page : 293 pages
File Size : 45,6 Mb
Release : 2013-05-27
Category : Technology & Engineering
ISBN : 9783642366147

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Co-evolution of Intelligent Socio-technical Systems by Evangelia Mitleton-Kelly Pdf

As the interconnectivity between humans through technical devices is becoming ubiquitous, the next step is already in the making: ambient intelligence, i.e. smart (technical) environments, which will eventually play the same active role in communication as the human players, leading to a co-evolution in all domains where real-time communication is essential. This topical volume, based on the findings of the Socionical European research project, gives equal attention to two highly relevant domains of applications: transport, specifically traffic, dynamics from the viewpoint of a socio-technical interaction and evacuation scenarios for large-scale emergency situations. Care was taken to investigate as much as possible the limits of scalability and to combine the modeling using complex systems science approaches with relevant data analysis.

Organizational Simulation

Author : William B. Rouse,Kenneth R. Boff
Publisher : John Wiley & Sons
Page : 690 pages
File Size : 43,9 Mb
Release : 2005-07-22
Category : Technology & Engineering
ISBN : 9780471739432

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Organizational Simulation by William B. Rouse,Kenneth R. Boff Pdf

From modeling and simulation to games and entertainment With contributions from leaders in systems and organizational modeling, behavioral and social sciences, computing and visualization, and gaming and entertainment, Organizational Simulation both articulates the grand vision of immersive environments and shows, in detail, how to realize it. This book offers unparalleled insight into the cutting edge of the field, since it was written by those who actually researched, designed, developed, deployed, marketed, sold, and critiqued today's best organizational simulations. The coverage is divided into four sections: * Introduction outlines the need for organizational simulation to support strategic thinking, design of unprecedented systems, and organizational learning, including the functionality and technology required to enable this support * Behaviors covers the state of knowledge of individual, group, and team behaviors and performance, how performance can best be supported, how performance is affected by national differences, and how organizational performance can best be measured * Modeling describes the latest approaches to modeling and simulating people, groups, teams, and organizations, as well as narrative contexts and organizational environments within which these entities act, drawing from a rich set of modeling methods and tools * Simulations and Games illustrates a wide range of fielded simulations, games, and entertainment, including the methods and tools employed for designing, developing, deploying, and evaluating these systems, as well as the social implications for the associated communities that have emerged Addressing all levels of organizational simulation architecture with theories and applications, and enabling technologies for each, Organizational Simulation offers students and professionals the premier reference and practical toolbox for this dynamic field.

Selected Papers from the 5th International Electronic Conference on Sensors and Applications

Author : Francisco Falcone,Stefano Mariani,Francesco Ciucci,Dirk Lehmhus,Thomas B. Messervey,Alberto Vallan,Stefan Bosse
Publisher : MDPI
Page : 392 pages
File Size : 41,7 Mb
Release : 2020-12-29
Category : Technology & Engineering
ISBN : 9783039288496

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Selected Papers from the 5th International Electronic Conference on Sensors and Applications by Francisco Falcone,Stefano Mariani,Francesco Ciucci,Dirk Lehmhus,Thomas B. Messervey,Alberto Vallan,Stefan Bosse Pdf

This Special Issue comprises selected papers from the proceedings of the 5th International Electronic Conference on Sensors and Applications, held on 15–30 November 2018, on sciforum.net, an online platform for hosting scholarly e-conferences and discussion groups. In this 5th edition of the electronic conference, contributors were invited to provide papers and presentations from the field of sensors and applications at large, resulting in a wide variety of excellent submissions and topic areas. Papers which attracted the most interest on the web or that provided a particularly innovative contribution were selected for publication in this collection. These peer-reviewed papers are published with the aim of rapid and wide dissemination of research results, developments, and applications. We hope this conference series will grow rapidly in the future and become recognized as a new way and venue by which to (electronically) present new developments related to the field of sensors and their applications.

Modelling and Simulation of Electrical Energy Systems Through a Complex Systems Approach Using Agent-Based Models

Author : Enrique Alberto Kremers
Publisher : KIT Scientific Publishing
Page : 202 pages
File Size : 47,5 Mb
Release : 2014-07-31
Category : Technology & Engineering
ISBN : 9783866449466

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Modelling and Simulation of Electrical Energy Systems Through a Complex Systems Approach Using Agent-Based Models by Enrique Alberto Kremers Pdf

Complexity science aims to better understand the processes of both natural and man-made systems which are composed of many interacting entities at different scales. A disaggregated approach is proposed for simulating electricity systems, by using agent-based models coupled to continuous ones. The approach can help in acquiring a better understanding of the operation of the system itself, e.g. on emergent phenomena or scale effects; as well as in the improvement and design of future smart grids.

Transdisciplinary Engineering for Complex Socio-technical Systems

Author : K. Hiekata,B. Moser,M. Inoue
Publisher : IOS Press
Page : 710 pages
File Size : 52,6 Mb
Release : 2019-11-12
Category : Technology & Engineering
ISBN : 9781643680217

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Transdisciplinary Engineering for Complex Socio-technical Systems by K. Hiekata,B. Moser,M. Inoue Pdf

Industry and society are complex socio-technical systems, and both face problems that can only be solved by collaboration between different disciplines. Collaboration between academia and practice is also needed to develop viable solutions. Many engineering problems also require such an approach, which is known as Transdisciplinary Engineering (TE). This book presents the proceedings of the 26th ISTE International Conference on Transdisciplinary Engineering, held in Tokyo, Japan, from 30 July - 1 August 2019. The title of the conference was: Transdisciplinary Engineering for Complex Socio-technical Systems, and of the 86 submitted papers, 68 peer-reviewed papers by authors from 17 countries were delivered at the conference. These papers range from theoretical and conceptual to strongly pragmatic. They address industrial best practice and are grouped here under 10 themes: advanced robotics for smart manufacturing; design of personalized products and services; engineering methods for industry 4.0; additive and subtractive manufacturing; decision supporting tools and methods; complex systems engineering; big data analytics in manufacturing and services; concurrent engineering; cost modeling; and digital manufacturing, modeling and simulation. Presenting the latest research results and knowledge of product creation processes and related methodologies, the book will be of interest to researchers, design practitioners, and educators alike.

Advanced Agent Technology

Author : Francien Dechesne,Hiromitsu Hattori,Adriaan ter Mors,Jose Miguel Such,Danny Weyns,Frank Dignum
Publisher : Springer Science & Business Media
Page : 525 pages
File Size : 46,7 Mb
Release : 2012-01-10
Category : Business & Economics
ISBN : 9783642272158

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Advanced Agent Technology by Francien Dechesne,Hiromitsu Hattori,Adriaan ter Mors,Jose Miguel Such,Danny Weyns,Frank Dignum Pdf

This book constitutes the thoroughly refereed post-workshop proceedings of 5 workshops, held at the 10th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2011, in Taipei, Taiwan, May 2-6, 2011. The 37 revised full papers presented together with 1 invited paper were carefully reviewed and selected from numerous submissions. The papers are organized in sections on the workshops Agent-Based Modeling for Policy Engineering (AMPLE), Agent-Oriented Software Engineering (AOSE), Autonomous Robots and Multirobot Systems (ARMS), Data Oriented Constructive Mining and Multi-Agent Simulation, Massively Multi-Agent Systems: Models, Methods and Tools (DOCM3AS), and Infrastructures and Tools for Multiagent Systems (ITMAS).

Agent-Based Modelling of Social Networks in Labour–Education Market System

Author : Alexander Tarvid
Publisher : Springer
Page : 92 pages
File Size : 52,9 Mb
Release : 2015-11-27
Category : Business & Economics
ISBN : 9783319265391

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Agent-Based Modelling of Social Networks in Labour–Education Market System by Alexander Tarvid Pdf

This book covers the modelling of human behaviour in the education and labour markets, which due to their interdependency are viewed as one system. Important factors influencing the decision-making of individuals and firms in this system are discussed. The role of social environment and networks is stressed. The approach of agent-based modelling is presented and compared with standard economic modelling and other simulation techniques in the context of modelling complex adaptive systems. Practical questions in building agent-based models of labour–education market system with social networks are discussed. These questions include modelling the structure of education system and agent behaviour there; modelling and calibrating the labour market without and with firms; generating the social network, defining its behaviour and calibrating it; and embedding the resulting system into a larger model.

Agent-Based Models

Author : Nigel Gilbert
Publisher : SAGE Publications
Page : 86 pages
File Size : 51,7 Mb
Release : 2019-11-15
Category : Social Science
ISBN : 9781506355610

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Agent-Based Models by Nigel Gilbert Pdf

Agent-based simulation has become increasingly popular as a modeling approach in the social sciences because it enables researchers to build models where individual entities and their interactions are directly represented. The Second Edition of Nigel Gilbert′s Agent-Based Models introduces this technique; considers a range of methodological and theoretical issues; shows how to design an agent-based model, with a simple example; offers some practical advice about developing, verifying and validating agent-based models; and finally discusses how to plan an agent-based modelling project, publish the results and apply agent-based modeling to formulate and evaluate social and economic policies.

Agent-Based Models of Geographical Systems

Author : Alison J. Heppenstall,Andrew T. Crooks,Linda M. See,Michael Batty
Publisher : Springer Science & Business Media
Page : 760 pages
File Size : 48,7 Mb
Release : 2011-11-24
Category : Social Science
ISBN : 9048189276

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Agent-Based Models of Geographical Systems by Alison J. Heppenstall,Andrew T. Crooks,Linda M. See,Michael Batty Pdf

This unique book brings together a comprehensive set of papers on the background, theory, technical issues and applications of agent-based modelling (ABM) within geographical systems. This collection of papers is an invaluable reference point for the experienced agent-based modeller as well those new to the area. Specific geographical issues such as handling scale and space are dealt with as well as practical advice from leading experts about designing and creating ABMs, handling complexity, visualising and validating model outputs. With contributions from many of the world’s leading research institutions, the latest applied research (micro and macro applications) from around the globe exemplify what can be achieved in geographical context. This book is relevant to researchers, postgraduate and advanced undergraduate students, and professionals in the areas of quantitative geography, spatial analysis, spatial modelling, social simulation modelling and geographical information sciences.

Critical Information Infrastructures Security

Author : Eric Luiijf,Pieter Hartel
Publisher : Springer
Page : 230 pages
File Size : 44,9 Mb
Release : 2013-12-17
Category : Computers
ISBN : 9783319039640

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Critical Information Infrastructures Security by Eric Luiijf,Pieter Hartel Pdf

This book constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Critical Information Infrastructures Security, CRITIS 2013, held in Amsterdam, The Netherlands, in September 2013. The 16 revised full papers and 4 short papers were thoroughly reviewed and selected from 57 submissions. The papers are structured in the following topical sections: new challenges, natural disasters, smart grids, threats and risk, and SCADA/ICS and sensors.

Simulation-Based Analysis of Energy and Carbon Emissions in the Housing Sector

Author : Michael Gbolagade Oladokun,Clinton Ohis Aigbavboa
Publisher : Springer
Page : 287 pages
File Size : 55,9 Mb
Release : 2018-04-20
Category : Business & Economics
ISBN : 9783319753461

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Simulation-Based Analysis of Energy and Carbon Emissions in the Housing Sector by Michael Gbolagade Oladokun,Clinton Ohis Aigbavboa Pdf

This book describes the development of a system dynamics-based model that can capture the future trajectories of housing energy and carbon emissions. It approaches energy and carbon emissions in the housing sector as a complex socio-technical problem involving the analysis of intrinsic interrelationships among dwellings, occupants and the environment. Based on an examination of the UK housing sector but with relevance worldwide, the book demonstrates how the systems dynamics simulation can be used as a learning laboratory regarding future trends in housing energy and carbon emissions. The authors employ a pragmatic research strategy, involving the collection of both qualitative and quantitative data to develop a model. The book enriches readers’ understanding of the complexity involved in housing energy and carbon emissions from a systems-thinking perspective. As such, it will be of interest to researchers in the fields of architectural engineering, housing studies and climate change, while also appealing to industry practitioners and policymakers specializing in housing energy.

Agent-Based Approaches in Economic and Social Complex Systems VIII

Author : Yutaka Nakai,Yuhsuke Koyama,Takao Terano
Publisher : Springer
Page : 204 pages
File Size : 53,5 Mb
Release : 2015-06-05
Category : Political Science
ISBN : 9784431552369

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Agent-Based Approaches in Economic and Social Complex Systems VIII by Yutaka Nakai,Yuhsuke Koyama,Takao Terano Pdf

Agent-based modeling/simulation is an emergent approach to the analysis of social and economic systems. It provides a bottom-up experimental method to be applied to social sciences such as economics, management, sociology and politics as well as some engineering fields dealing with social activities. This book includes selected papers presented at the Eighth International Workshop on Agent-Based Approaches in Economic and Social Complex Systems held in Tokyo, Japan, in 2013. At the workshop, 23 reviewed full papers were presented and of those, 13 were selected to be included in this volume.

Modelling Transitions

Author : Enayat A. Moallemi,Fjalar J. de Haan
Publisher : Routledge
Page : 254 pages
File Size : 49,6 Mb
Release : 2019-11-28
Category : Business & Economics
ISBN : 9780429576669

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Modelling Transitions by Enayat A. Moallemi,Fjalar J. de Haan Pdf

Modelling Transitions shows what computational, formal and data-driven approaches can and could mean for sustainability transitions research, presenting the state-of-the-art and exploring what lies beyond. Featuring contributions from many well-known authors, this book presents the various benefits of modelling for transitions research. More than just taking stock, it also critically examines what modelling of transformative change means and could mean for transitions research and for other disciplines that study societal changes. This includes identifying a variety of approaches currently not part of the portfolios of transitions modellers. Far from only singing praise, critical methodological and philosophical introspection are key aspects of this important book. This book speaks to modellers and non-modellers alike who value the development of robust knowledge on transitions to sustainability, including colleagues in congenial fields. Be they students, researchers or practitioners, everyone interested in transitions should find this book relevant as reference, resource and guide.