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Agent-Based Models

Agent-Based Models
Author: Nigel Gilbert
Publisher: SAGE
Total Pages: 113
Release: 2008
Genre: Computers
ISBN: 1412949645

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Aimed at readers with minimal experience in computer programming, this brief book provides a theoretical and methodological rationale for using ABM in the social sciences. It goes on to describe some carefully chosen examples from different disciplines, illustrating different approaches to ABM. It concludes with practical advice about how to design and create ABM, a discussion of validation procedures, and some guidelines about publishing articles based on ABM.


How Do I Develop an Agent-Based Model?

How Do I Develop an Agent-Based Model?
Author: Davide Secchi
Publisher: Edward Elgar Publishing
Total Pages: 176
Release: 2022-04-28
Genre:
ISBN: 9781839105197

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This clear and coherent book introduces agent-based modelling (ABM) to those who are not familiar with nor have been previously exposed to computational simulation. Featuring examples, cases and models, the book illustrates how ABM can, and should, be considered as a useful approach and technique for the study of management and organisational systems. Davide Secchi begins by explaining what ABM has to offer as opposed to other techniques, emphasising its suitability to the study of complex social systems. While dissecting the core components of the approach, he introduces key elements and mechanisms with a practice oriented approach rather than insisting solely on logic and theory. With an emphasis on applications and using examples from NetLogo -- one of the most widely used agent-based software platforms -- the book guides the reader through a step-by-step process on how to develop a computational simulation. Featuring a hands-on applied approach that makes a difficult topic easy for non-modellers, How Do I Develop an Agent-Based Model? will be a key resource for business and management Masters-level students embarking on a dissertation project. It will also be a useful reference for PhD students in the field, as well as a starting point for academics who would like to begin using ABM in their research.


Agent-Based Models

Agent-Based Models
Author: Nigel Gilbert
Publisher: SAGE Publications
Total Pages: 129
Release: 2019-11-15
Genre: Reference
ISBN: 1506355595

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The second edition of this popular book introduces agent-based modeling, an increasingly popular approach enabling researchers to build models where individual entities and their interactions are directly represented.


An Introduction to Agent-Based Modeling

An Introduction to Agent-Based Modeling
Author: Uri Wilensky
Publisher: MIT Press
Total Pages: 505
Release: 2015-04-03
Genre: Computers
ISBN: 0262731894

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A comprehensive and hands-on introduction to the core concepts, methods, and applications of agent-based modeling, including detailed NetLogo examples. The advent of widespread fast computing has enabled us to work on more complex problems and to build and analyze more complex models. This book provides an introduction to one of the primary methodologies for research in this new field of knowledge. Agent-based modeling (ABM) offers a new way of doing science: by conducting computer-based experiments. ABM is applicable to complex systems embedded in natural, social, and engineered contexts, across domains that range from engineering to ecology. An Introduction to Agent-Based Modeling offers a comprehensive description of the core concepts, methods, and applications of ABM. Its hands-on approach—with hundreds of examples and exercises using NetLogo—enables readers to begin constructing models immediately, regardless of experience or discipline. The book first describes the nature and rationale of agent-based modeling, then presents the methodology for designing and building ABMs, and finally discusses how to utilize ABMs to answer complex questions. Features in each chapter include step-by-step guides to developing models in the main text; text boxes with additional information and concepts; end-of-chapter explorations; and references and lists of relevant reading. There is also an accompanying website with all the models and code.


The Principal Agent Model and the European Union

The Principal Agent Model and the European Union
Author: Tom Delreux
Publisher: Springer
Total Pages: 315
Release: 2017-10-16
Genre: Political Science
ISBN: 331955137X

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This book assesses the use and limitations of the principal-agent model in a context of increasingly complex political systems such as the European Union. Whilst a number of conceptual, theoretical and methodological challenges need to be addressed, the authors show that the principal-agent model can still provide deeper insights into a wide range of political phenomena. Through an empirical analysis of multiple principal-agent relations in the EU, covering a variety of policy fields and political actors, the volume refines our theoretical understanding of the politics of delegation and discretion in the EU. It will appeal to scholars in interested in EU politics and policy, public administration and governance, and international organisations. The chapter ‘Multiple principals preferences, different types of oversight mechanisms, and agent’s discretion in trade negotiations’ is published open access under a CC BY 4.0 license via link.springer.com.


Agent-Based Models in Economics

Agent-Based Models in Economics
Author: Domenico Delli Gatti
Publisher: Cambridge University Press
Total Pages: 261
Release: 2018-03-22
Genre: Business & Economics
ISBN: 1108414990

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The first step-by-step introduction to the methodology of agent-based models in economics, their mathematical and statistical analysis, and real-world applications.


Agent-Based and Individual-Based Modeling

Agent-Based and Individual-Based Modeling
Author: Steven F. Railsback
Publisher: Princeton University Press
Total Pages: 358
Release: 2019-03-26
Genre: Science
ISBN: 0691190836

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The essential textbook on agent-based modeling—now fully updated and expanded Agent-Based and Individual-Based Modeling has become the standard textbook on the subject for classroom use and self-instruction. Drawing on the latest version of NetLogo and fully updated with new examples, exercises, and an enhanced text for easier comprehension, this is the essential resource for anyone seeking to understand how the dynamics of biological, social, and other complex systems arise from the characteristics of the agents that make up these systems. Steven Railsback and Volker Grimm lead students stepwise through the processes of designing, programming, documenting, and doing scientific research with agent-based models, focusing on the adaptive behaviors that make these models necessary. They cover the fundamentals of modeling and model analysis, introduce key modeling concepts, and demonstrate how to implement them using NetLogo. They also address pattern-oriented modeling, an invaluable strategy for modeling real-world problems and developing theory. This accessible and authoritative book focuses on modeling as a tool for understanding real complex systems. It explains how to pose a specific question, use observations from actual systems to design models, write and test software, and more. A hands-on introduction that guides students from conceptual design to computer implementation to analysis Filled with new examples and exercises and compatible with the latest version of NetLogo Ideal for students and researchers across the natural and social sciences Written by two leading practitioners Supported by extensive instructional materials at www.railsback-grimm-abm-book.com


The Agent and the Model

The Agent and the Model
Author: RJ Scott
Publisher: Love Lane Books Limited
Total Pages: 125
Release: 2016-01-26
Genre: Fiction
ISBN: 1785640372

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As Michael finally finds the person who left him for dead, can the love he'd found with Alex survive the fallout? Michael survived a hate crime but is haunted by memories beyond his grasp and plagued by relentless nightmares. When he leaves his life as a catwalk model ad returns home to confront his past, it’s his present in the shape his persistent agent, Alex, who refuses to leave him alone. Once he thought he loved Alex, but their relationship crumbled is destroyed when Alex's well-intentioned but suffocating tendency to protect Michael becomes their downfall. Michael loves Alex, and always will, and protecting the man he loves is everything. Only, in protecting Michael he loses everything, and he wants a second chance to prove that he can change. When he’s drawn into the darkness of Michael’s past, he’s determined to be a very different kind of person—someone Michael can depend on. Secrets rarely remain hidden, and the pursuit of the person who nearly took Michael's life presents a formidable challenge. The prospect of remaining passive becomes increasingly difficult as danger looms closer. Will history repeat itself, causing Alex to lose Michael once more?


The Agent Modeling Language - AML

The Agent Modeling Language - AML
Author: Radovan Cervenka
Publisher: Springer Science & Business Media
Total Pages: 354
Release: 2007-08-17
Genre: Computers
ISBN: 3764383968

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Multi-agent systems have been a focus of studies for more than 25 years. Yet, despite substantial effort of an active research community, modeling of multi-agent systems still lacks complete and proper definition, general acceptance, and practical application. This book provides the Agent-Modeling Language (AML), a comprehensive modeling language as an extension of UML 2.0, concentrating on multi-agent systems and applications.


Design of Agent-based Models

Design of Agent-based Models
Author: Tomáš Šalamon
Publisher: Tomáš Bruckner
Total Pages: 220
Release: 2011
Genre: Computers
ISBN: 8090466117

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Although there are plenty of publications dealing with the theory of multi-agent systems and agent-based simulations, information about the practical development of such systems is scarce. The aim of this book is to fill this empty space and to provide knowledge about design and development of agent-based simulations in an easy and comprehensible way. The book begins with the fundamentals of multi-agent systems, agent principles and their interaction, and goes on to discuss the philosophy of agent-based programming. Agent-based models - like any other scientific method - have drawbacks and limitations, which are presented in the book as well. The main portion of the text is then devoted to a description of methodology and best practices for the design and development of agent-based simulation software. The methodology (called Agentology) guides the reader through the entire development process, from the formal definition of the problem, through conceptual modeling and the selection of the particular development platform, to the programming and debugging of the code itself and the final assessment of the model. The visual language as the means of representation of the conceptual model is included. The reader is also presented with a comparison of present multi-agent development environments and tools, which could be helpful for the selection of appropriate development instruments. Given that the theoretical foundation is presented in an accessible way and supported by many practical examples, figures, schemes and source codes, this publication is especially suitable as a textbook for introductory graduate-level courses on multi-agent systems and agent-based modeling. Besides appealing to students and the scientific community, the monograph can aid software architects and developers who are not familiar with agent principles, conveying valuable insights into this distinct computer paradigm.