Massively Parallel Systems and Global Optimization
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منابع مشابه
Performance Modeling and Analysis of a Massively Parallel Direct - Part 2
Modeling and analysis techniques are used to investigate the performance of a massively parallel version of DIRECT, a global search algorithm widely used in multidisciplinary design optimization applications. Several high-dimensional benchmark functions and real world problems are used to test the design effectiveness under various problem structures. In this second part of a two-part work, the...
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In this paper, implementation possibilities of a synchronous binary neural model for solving optimization problems in massively parallel hardware are studied. It is argued that synchronous, as opposed to asynchronous models are best suited to the general characteristics of massively parallel architectures. In this study the massively parallel target device is the BSP400 (Brain Style Processor w...
متن کاملPerformance Modeling and Analysis
Modeling and analysis techniques are used to investigate the performance of a massively parallel version of DIRECT, a global search algorithm widely used in multidisciplinary design optimization applications. Several high-dimensional benchmark functions and real world problems are used to test the design effectiveness under various problem structures. Theoretical and experimental results are co...
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The currently dominating message-passing programming paradigm for MIMD systems is diicult to use and error prune. This is due to the lack of the shared memory and due to race condition errors that can hardly be debugged, especially for massively parallel systems. One approach to avoid explicit communication is using the data parallel programming model. This model stands for single threaded, glo...
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تاریخ انتشار 2008