Grid Services for Multi-objective Optimisation

机译：用于多目标优化的网格服务

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The emerging grid technology is defined as an infrastructure for secure and coordinated large-scale resource sharing. In this paper, we describe the architecture and grid services of DECGrid. DECGrid enables distributed design experts to collaborate and share resources during design optimisation. Mathematical models are built using services by experts. These models are then directly linked to NSGA-II optimisation algorithm service and allow design experts to enter design parameters of their choice. A real-life case study-welded beam problem was used to validate the prototype. The results obtained showed a wider spread in the solution space compared to the results in literature.

机译：新兴的网格技术被定义为安全，协调的大规模资源共享的基础架构。在本文中，我们描述了DECGrid的体系结构和网格服务。 DECGrid使分布式设计专家可以在优化设计过程中进行协作并共享资源。使用专家的服务来建立数学模型。这些模型然后直接链接到NSGA-II优化算法服务，并允许设计专家输入他们选择的设计参数。实际案例研究焊接梁问题用于验证原型。与文献中的结果相比，所获得的结果显示出在解决方案空间中的分布范围更广。

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来源
《CIRP design conference on competitive design; 20090330-31; Cranfield(GB)》|2009年|P.73-77|共5页
会议地点 Cranfield(GB)
作者
G. Goteng; A. Tiwari; R. Roy;
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作者单位

Manufacturing Department, Cranfield University, Cranfield, Building 50, Bedford, MK43 0AL, UK;

Manufacturing Department, Cranfield University, Cranfield, Building 50, Bedford, MK43 0AL, UK;

Manufacturing Department, Cranfield University, Cranfield, Buildin;

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原文格式 PDF
正文语种 eng
中图分类系统设计;
关键词
grid services; multi-objective optimisation; design optimisation; mathematical model;

机译：网格服务;多目标优化;设计优化;数学模型;

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1. Grid services for multi-objective design optimisation [J] . G. Goteng, A. Tiwari, R. Roy CIRP Journal of Manufacturing Science and Technology . 2010,第4期

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2. Multi-objective optimisation and planning of grid-connected cogeneration systems in presence of grid power fluctuations and energy storage dynamics [J] . R. Garmabdari, M. Moghimi, F. Yang, Energy . 2020,第Deca1期

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4. Grid Services for Multi-objective Optimisation [C] . G. Goteng, A. Tiwari, R. Roy CIRP design conference on competitive design . 2009

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5. A multi-objective tactical harvest schedule optimisation algorithm [D] . Paradis, Gregory E. 2006

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6. Optimisation of an exemplar oculomotor model using multi-objective genetic algorithms executed on a GPU-CPU combination [O] . Eleftherios Avramidis, Ozgur E. Akman 2017

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7. Grid Services for Multi-objective Optimisation [O] . Goteng Gokop, Tiwari Ashutosh, Roy Rajkumar 2009

机译：用于多目标优化的网格服务

Grid Services for Multi-objective Optimisation

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