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Titlebook: Decision Making in Complex Systems; The DeciMaS Agent-ba Marina V. Sokolova,Antonio Fernández Caballero Book 2012 Springer-Verlag GmbH Berl

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发表于 2025-3-21 16:24:04 | 显示全部楼层 |阅读模式
书目名称Decision Making in Complex Systems
副标题The DeciMaS Agent-ba
编辑Marina V. Sokolova,Antonio Fernández Caballero
视频video
概述Latest research on Decision Making in Complex Systems.Brings together existing methods for decision support systems creation within a more coherent system.Provides an interdisciplinary flexible method
丛书名称Intelligent Systems Reference Library
图书封面Titlebook: Decision Making in Complex Systems; The DeciMaS Agent-ba Marina V. Sokolova,Antonio Fernández Caballero Book 2012 Springer-Verlag GmbH Berl
描述.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 pr
出版日期Book 2012
关键词Agent-based Software Engineering; Complex Systems; Decision Making; Intelligent Systems; complexity
版次1
doihttps://doi.org/10.1007/978-3-642-25544-1
isbn_softcover978-3-642-44444-9
isbn_ebook978-3-642-25544-1Series ISSN 1868-4394 Series E-ISSN 1868-4408
issn_series 1868-4394
copyrightSpringer-Verlag GmbH Berlin Heidelberg 2012
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发表于 2025-3-21 21:54:44 | 显示全部楼层
A Review on Frameworks for Decision Support Systems,h in areas of complex system analysis and decision making by means of intelligent tools, including those based on the agency paradigm. It also compares existing agent-oriented methodologies and frameworks for decision support. The review includes a series of tables that describe research papers dedi
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A Case Study for the DeciMaS Framework,rate the possibilities of DeciMaS framework and its ability to manage complex problems. This chapter presents an example of using the DeciMaS with the aim of developing a decision support system for impact assessment upon human health evaluation. Meta-ontology of the domain of interest, the system i
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Data and Results,onmental impact upon human health and generation of alternative decisions sets. In this chapter, a computational experiment is carried out by means of an agent-based decision support system, which sequentially executes and completes each stage of the DeciMaS framework. Thus, this chapter is dedicate
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Marina V. Sokolova,Antonio Fernández CaballeroLatest research on Decision Making in Complex Systems.Brings together existing methods for decision support systems creation within a more coherent system.Provides an interdisciplinary flexible method
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Intelligent Systems Reference Libraryhttp://image.papertrans.cn/d/image/264222.jpg
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978-3-642-44444-9Springer-Verlag GmbH Berlin Heidelberg 2012
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