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Titlebook: Simulating Social Complexity; A Handbook Bruce Edmonds,Ruth Meyer Book 2017Latest edition Springer International Publishing AG 2017 agent-b

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发表于 2025-3-21 16:53:27 | 显示全部楼层 |阅读模式
书目名称Simulating Social Complexity
副标题A Handbook
编辑Bruce Edmonds,Ruth Meyer
视频video
概述Enhanced new edition edited and authored by leading researchers in the field.Useful as reference text in the field.Suitable for graduate-level self-study and as ancillary reading for courses on comput
丛书名称Understanding Complex Systems
图书封面Titlebook: Simulating Social Complexity; A Handbook Bruce Edmonds,Ruth Meyer Book 2017Latest edition Springer International Publishing AG 2017 agent-b
描述.This volume examines all aspects of using agent or individual-based simulation. This approach represents systems as individual elements having their own set of differing states and internal processes. The interactions between elements in the simulation represent interactions in the target systems. What makes this "social" is that it can represent an observed society..Social systems include all those systems where the components have individual agency but also interact with each other. This includes human societies and groups, but also increasingly socio-technical systems where the internet-based devices form the substrate for interaction. These systems are central to our lives, but are among the most complex known. This poses particular problems for those who wish to understand them. The complexity often makes analytic approaches infeasible but, on the other hand, natural language approaches are also inadequate for relating intricate cause and effect. This is why individual and agent-based computational approaches hold out the possibility of new and deeper understanding of such systems..This handbook marks the maturation of this new field. It brings together summaries of the best
出版日期Book 2017Latest edition
关键词agent-based modelling; communication networks; social complexity; social simulation; building and develo
版次2
doihttps://doi.org/10.1007/978-3-319-66948-9
isbn_softcover978-3-319-88352-6
isbn_ebook978-3-319-66948-9Series ISSN 1860-0832 Series E-ISSN 1860-0840
issn_series 1860-0832
copyrightSpringer International Publishing AG 2017
The information of publication is updating

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Introductionmes back to his work. It then explains the structure of the handbook with its different parts: introductory, methodological on different kinds of mechanism and applications. It briefly introduces each chapter within this structure.
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Different Modelling Purposes which means that a model built for one purpose but now used for another may need to be rechecked, revalidated and maybe even rebuilt in a different way. Here we review some of the different purposes for building a simulation model of complex social phenomena, focussing on five in particular: theore
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Checking Simulations: Detecting and Avoiding Errors and Artefactsto understand agent-based simulations. To do this in a structured way, we review the main concepts of the methodology (e.g. we provide precise definitions for the terms “error” and “artefact”) and establish a general framework that summarises the process of designing, implementing, and using agent-b
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The Importance of Ontological Structure: Why Validation by ‘Fit-to-Data’ Is Insufficientedictions. However, the chapter’s main argument is that fit-to-data, the traditional yardstick for establishing confidence in models, is not quite the solid ground on which to build such belief some people think it is, especially for the kind of system agent-based modelling is usually applied to. Fu
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Verifying and Validating Simulations of the problem modelled, which may include other models that have been verified and validated to some level. However, the use of simulation for modelling social complexity is very diverse. Often, verification and validation do not refer to an explicit stage in the simulation development process, bu
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