组件Web服务经济的双目标竞争定价模型

IF 0.8 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Web Services Research Pub Date : 2021-04-01 DOI:10.4018/IJWSR.2021040105
Yu Wang, Xiaolin Li, Hua-ping Chen
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引用次数: 0

摘要

在web服务市场中,基于组件的经济被用来描述参与者的行为模式。组合服务网络将各种服务消费者所需的多个组合服务组合在一起。将每个组合服务作为产品,web服务包含异构产品。本研究以网络个体服务供应商的定价行为为研究对象。以服务生存或高盈利为目标,服务提供商在单服务和服务网络层面展开竞争。通过实例,提出并分析了几个温和的假设。然后,基于这些假设,提出了一个双目标优化模型,该模型试图从单个服务提供者的角度保持合理的有效性与公平性权衡。通过将问题转化为一个子集和问题,证明了单目标模型的np完备性,突出了双目标模型的帕累托集的获取挑战。最后,为了验证所提出的模型,进行了数值实验和案例研究,并讨论了问题的双目标和多目标版本。
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Bi-Objective Competition Pricing Model for Component Web Service Economy
In the web service marketplace, component-based economy has been proposed for describing participants' behavioral patterns. Composite service networks combine multiple composite services required by various service consumers. With each composite service as a product, web services comprise heterogeneous products. In this study, the pricing behavior of networked individual service providers is investigated. With the objective of service survival or high profitability, service providers compete both on the single-service and service-network levels. Using examples, several mild assumptions are formulated and analyzed. Then, a bi-objective optimization model is proposed based on these assumptions, which attempts to maintain a reasonable effectiveness-fairness trade-off from the individual service providers' perspective. The NP-completeness of the single-objective version is demonstrated by transforming the problem into a subset sum problem, which highlights the challenge of obtaining a pareto set for the bi-objective model. Finally, to validate the proposed model, numerical experimentation and case study are conducted, and both the bi-objective and many-objective versions of the problem are discussed.
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来源期刊
International Journal of Web Services Research
International Journal of Web Services Research 工程技术-计算机:软件工程
CiteScore
2.40
自引率
0.00%
发文量
19
审稿时长
>12 weeks
期刊介绍: The International Journal of Web Services Research (IJWSR) is the first refereed, international publication featuring the latest research findings and industry solutions involving all aspects of Web services technology. This journal covers advancements, standards, and practices of Web services, as well as identifies emerging research topics and defines the future of Web services on grid computing, multimedia, and communication. IJWSR provides an open, formal publication for high quality articles developed by theoreticians, educators, developers, researchers, and practitioners for those desiring to stay abreast of challenges in Web services technology.
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