Self-organising Software - From Natural to Artificial Adaptation
Self-organising Software - From Natural to Artificial Adaptation
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自组织软件——从自然适应到人工适应
DOI：
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发表时间：
2011
期刊：
影响因子：
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通讯作者：
A. Karageorgos
中科院分区：
文献类型：
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作者：
G. Serugendo;Marie;A. Karageorgos
自组织、自调节、自修复和自维护是处理复杂的分布式交互软件和信息处理系统的有前途的概念方法。自组织应用程序动态地改变其功能和结构，而无需用户直接干预，以响应需求和环境的变化。这是第一本书提供了一个自组织技术应用于分布式系统，特别是集中在多智能体系统的综合视图。编辑开发这本综合书有三个目的：解释自组织的概念和原则，使用明确的定义和强大的理论背景;研究如何将自组织行为建模，分析和系统地设计成代理行为;并评估可以使用自组织多代理系统解决的问题类型。这本书包括涵盖所有三个方面的章节，综合了最新的研究工作和最新的技术和应用。这本书提供了专门的章节概念，如自组织，自然系统的出现，软件代理，污名，八卦，合作和免疫系统。然后，这本书解释了如何设计人工自组织软件，特别是它检查了方法和中间件基础设施。最后，这本书介绍了自组织软件的各种应用，如约束满足，信任管理，图像识别和网络。这本书将是感兴趣的研究人员工作的紧急现象和自适应系统。它也将适合用作研究生教科书，有章节摘要和练习，以及一个附带的网站，包括教学幻灯片，练习解决方案和研究项目大纲。自组织、自调节、自修复和自维护是处理复杂的分布式交互软件和信息处理系统的有前途的概念方法。自组织应用程序动态地改变其功能和结构，而无需用户直接干预，以响应需求和环境的变化。这是第一本书提供了一个自组织技术应用于分布式系统，特别是集中在多智能体系统的综合视图。编辑开发这本综合书有三个目的：解释自组织的概念和原则，使用明确的定义和强大的理论背景;研究如何将自组织行为建模，分析和系统地设计成代理行为;并评估可以使用自组织多代理系统解决的问题类型。这本书包括涵盖所有三个方面的章节，综合了最新的研究工作和最新的技术和应用。这本书提供了专门的章节概念，如自组织，自然系统的出现，软件代理，污名，八卦，合作和免疫系统。然后，这本书解释了如何设计人工自组织软件，特别是它检查了方法和中间件基础设施。最后，这本书介绍了自组织软件的各种应用，如约束满足，信任管理，图像识别和网络。这本书将是感兴趣的研究人员工作的紧急现象和自适应系统。它也将适合用作研究生教科书，有章节摘要和练习，以及一个附带的网站，包括教学幻灯片，练习解决方案和研究项目大纲。
Self-organisation, self-regulation, self-repair and self-maintenance are promising conceptual approaches for dealing with complex distributed interactive software and information-handling systems. Self-organising applications dynamically change their functionality and structure without direct user intervention, responding to changes in requirements and the environment. This is the first book to offer an integrated view of self-organisation technologies applied to distributed systems, particularly focusing on multiagent systems. The editors developed this integrated book with three aims: to explain self-organisation concepts and principles, using clear definitions and a strong theoretical background; to examine how self-organising behaviour can be modelled, analysed and systematically engineered into agent behaviour; and to assess the types of problems that can be solved using self-organising multiagent systems. The book comprises chapters covering all three dimensions, synthesising up-to-date research work and the latest technologies and applications. The book offers dedicated chapters on concepts such as self-organisation, emergence in natural systems, software agents, stigmergy, gossip, cooperation and immune systems. The book then explains how to engineer artificial self-organising software, in particular it examines methodologies and middleware infrastructures. Finally, the book presents diverse applications of self-organising software, such as constraint satisfaction, trust management, image recognition and networking. The book will be of interest to researchers working on emergent phenomena and adaptive systems. It will also be suitable for use as a graduate textbook, with chapter summaries and exercises, and an accompanying website that includes teaching slides, exercise solutions and research project outlines. Self-organisation, self-regulation, self-repair and self-maintenance are promising conceptual approaches for dealing with complex distributed interactive software and information-handling systems. Self-organising applications dynamically change their functionality and structure without direct user intervention, responding to changes in requirements and the environment. This is the first book to offer an integrated view of self-organisation technologies applied to distributed systems, particularly focusing on multiagent systems. The editors developed this integrated book with three aims: to explain self-organisation concepts and principles, using clear definitions and a strong theoretical background; to examine how self-organising behaviour can be modelled, analysed and systematically engineered into agent behaviour; and to assess the types of problems that can be solved using self-organising multiagent systems. The book comprises chapters covering all three dimensions, synthesising up-to-date research work and the latest technologies and applications. The book offers dedicated chapters on concepts such as self-organisation, emergence in natural systems, software agents, stigmergy, gossip, cooperation and immune systems. The book then explains how to engineer artificial self-organising software, in particular it examines methodologies and middleware infrastructures. Finally, the book presents diverse applications of self-organising software, such as constraint satisfaction, trust management, image recognition and networking. The book will be of interest to researchers working on emergent phenomena and adaptive systems. It will also be suitable for use as a graduate textbook, with chapter summaries and exercises, and an accompanying website that includes teaching slides, exercise solutions and research project outlines.