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On possibilistic case-based reasoning for selecting partners for multi-attribute agent negotiation

机译:关于为多属性代理协商选择合作伙伴的基于可能的基于案例的推理

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Autonomous Agents and Multi-Agent Systems are, in the judgmentof many observers, the most significant new paradigm for softwaremodelling and development to emerge from Computer Science in thelast two decades. Autonomous Agents are computer programs that areable to decide between different methods of achieving theirprogrammed goals. This is in contrast to the scripted, predefinedbehaviour that a traditional program, for example a Unix Daemon,would exhibit, and means that Autonomous Agents can cope withdynamic environments, can be developed as a quick solution tocomplex problems, and can tailor their behaviour to individualusers in a way that traditional software cannot.>Multi-Agent Systems are computational environments in whichdifferent programs, possibly developed in isolation, canco-ordinate their behaviours to achieve their goals. The technologyof Multi-Agent Systems is, therefore, particularly applicable tomodern operational environments like e-business, ubiquitouscomputing, and,of course, the Internet.>These two topics of research are tightly coupled. For aMulti-Agent System to be fully implemented, it is often necessaryto utilize the technology of Autonomous Agents. For an Agent to actwith true autonomy in a realistic, modern setting, it must often beable to reason about other Agents and co-ordinate its behaviourwith them. It is this insight that has led to the development ofthe AAMAS community and the spectacularly successful series ofconferences that have been running for the last for years.>The AAMAS community has long recognised [Wooldridge &Jennings 1995] that the significance of the abstractions,techniques, tools, and technologies developed by the researchcommunity worldwide will only be recognised if they have practicalapplications in the real world of science, technology, education,healthcare, business, and commerce. The paradigm of AAMAS andavailable agent technologies has reached a significant level ofmaturity, and they are now widely regarded as ready for wideradoption. The purpose of the First Industry Track of the AutonomousAgent and Multi-Agent Systems conference is to provide a forum thatwill bring real world applications that are being developed byteams internationally to the attention of the AAMAS community andthe wider world.>Why is this important? We have identified severalmotivations:>•By disseminating the news of successful application ofAAMAS technology we hope to provide researchers with clear evidenceof the success and usefulness of particular techniques.>•Feedback from attempts to use AAMAS technology isvaluable in the formation of the AAMAS research agenda.>•A forum for discussion of industrial andapplication-orientated concerns has been lacking in the communityto date; by providing one, we hope that practitioners will be ableto share their experiences and, therefore, accelerate the uptake ofAAMAS technology.>•Finally, we expect that, by providing an industrytrack, we will encourage more participation in AAMAS bypractitioners, and that this will lead to a wider understanding ofthe importance of AAMAS technology in commercial organisations.>Fifteen papers that discuss the application of AAMAS technologyare presented in this collection. They were selected by arefereeing process that aimed to find work that made use of theparticular properties of AAMAS systems and had actually been used"in anger." The ratio of submitted to accepted papers was higherthan 2:1; that is, more papers were excluded from presentation thanwere accepted.>The papers that have been selected by the referees and programmecommittee for the track allow the identification of some trends inthe development and application of AAMAS technology. Four out offifteen papers are in the field of transport, traffic, andlogistics. Natural problem decomposition, geographicaldistribution, and requirements for autonomous decision making makethis domain particularly s
机译:在许多观察员的判断中,自治工人和多助手系统是软糖中最重要的新范式和开发,从计算机科学中出现二十年。自治代理是大小写的计算机程序,以决定不同的方法实现他们的预期目标。这与脚本化的,预定型程序相反,传统程序,例如UNIX守护程序将展示,并且意味着自主代理可以应对宽大的环境,可以作为一种快速解决问题的快速解决方案,并且可以将其行为量身定制到个人用户在某种程度上,传统的软件不能。 >多代理系统是其中在哪个程序中的计算环境,可能以隔离,CANCO-reartate在其行为中实现以实现其目标。因此,多代理系统的技术特别适用于电子商务,普通型计算,当然是互联网等。 >这两个研究主题紧密耦合。对于充分实施的Amulti-Agent系统,通常需要利用自主代理技术。对于一个逼真的现代环境中的真正自治的代理人来说,它必须往往会让其他代理商的推理,并协调他们的行为。正是这种洞察力导致AAMAS社区的发展和一直在持续多年来一直在运行的令人瞩目的成功系列的发展。 > AAMAS社区长期认可[Wooldridge&Jennings 1995]这是重要的在全球研究社会中开发的抽象,技术,工具和技术才能在科学,技术,教育,医疗保健,商业和商业世界的实际应用中得到认可。 AAMAS AndaMailable Agent Technologies的范式达到了显着的水平,而且现在被广泛认为为verideradoption准备。第一行业轨道的自主和多智能经纪系统会议的目的是提供一个论坛,据一点,这将带来国际上的现实世界应用,这些应用程序正在通过国际广播剧集的人们在AAMAS社区和更广泛的世界中开发。 >为什么这是重要的?我们已经确定了几种方法: >•通过传播成功应用程序的新闻,我们希望为研究人员提供明确的证据和特定技术的有用性的证据。 >•从尝试反馈在形成AAMAS研究议程中,使用AAMAS技术。 >•讨论工业和申请导向的疑虑论坛,在社区缺乏日期;通过提供一个,我们希望从业者将成为Ableto的经验,因此加速了AMAS技术的吸收。 >•最后,我们预计通过提供行业,我们将鼓励更多参与AAMAS逐步推导,这将导致对商业组织中AAMAS技术的重要性了解。 >十五篇论文,讨论了AAMAS技术在本系列中的应用。他们被展望的进程选择了,该过程旨在找到利用AAMAS系统的Particular属性并实际上被用来“愤怒”的工作。提交给接受的论文的比例高于2:1;也就是说,更多的论文被排除在Pressionation Thanwere上被接受。 >由裁判员选择的论文和方案的纸张允许识别AAMAS技术的开发和应用的一些趋势。四篇45篇纸张是在运输,交通,厌恶的领域。自然问题分解,地理分布,以及自主决策的要求,使得Makethis域名特别是

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