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首页> 外文期刊>Operations Research: The Journal of the Operations Research Society of America >Optimization services: A framework for distributed optimization
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Optimization services: A framework for distributed optimization

机译:优化服务:分布式优化框架

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We describe a research project to design a distributed optimization environment in which solvers, modeling languages, registries, analyzers, and simulation engines can be implemented as services and utilities under a unified framework. Our work, which we call optimization services or OS, defines standards for all activities necessary to support decentralized optimization on the Internet: representation of optimization instances, results, and solver options; communication between clients and solvers; and discovery and registration of optimization-related software using the concept of Web services. In this paper we place emphasis on issues in distributed computing that are posed by the special character of optimization. We also describe a reference implementation that is freely available as an open-source project of COIN-OR.
机译:我们描述了一个旨在设计分布式优化环境的研究项目,其中可以在统一框架下将求解器,建模语言,注册,分析器和模拟引擎实现为服务和实用程序。我们的工作称为优化服务或OS,它为支持Internet上的分散式优化所需的所有活动定义了标准:优化实例,结果和求解器选项的表示;客户与求解器之间的沟通;使用Web服务的概念发现和注册与优化相关的软件。在本文中,我们将重点放在由优化的特殊性引起的分布式计算中。我们还描述了一个参考实现,可以作为COIN-OR的开源项目免费获得。

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