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991.
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993.
A Parallel Interval Computation Model for Global Optimization with Automatic Load Balancing
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In this paper,we propose a decentralized parallel computation model for global optimization using interval analysis.The model is adaptive to any number of processors and the workload is automatically and evenly distributed among all processors by alternative message passing.The problems received by each processor are processed based on their local dominance properties,which avoids unnecessary interval evaluations.Further,the problem is treated as a whole at the beginning of computation so that no initial decomposition scheme is required.Numerical experiments indicate that the model works well and is stable with different number of parallel processors,distributes the load evenly among the processors,and provides an impressive speedup,especially when the problem is time-consuming to solve. 相似文献
994.
Active Store Window: Enabling Far Store-Load Forwarding with Scalability and Complexity-Efficiency
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Conventional dynamically scheduled processors often use fully associative structures named load/store queue (LSQ) to implement the value communication between loads and the older in-flight stores and to detect the store-load order violation.But this in-flight forwarding only occupies about 15% of all store-load communications,which makes the CAM-based micro-architecture the major bottleneck to scale store-load communication further.This paper presents a new micro-architecture named ASW (short for active store window).It provides a new structure named speculative active store window to implement more aggressively speculative store-load forwarding than conventional LSQ.This structure could forward the data of committed stores to the executing loads without accessing to L1 data cache,which is referred to as far forwarding in this paper.At the back-end of the pipeline,it uses in-order load re-execution filtered by the tagged SSBF (short for store sequence bloom filter) to verify the correctness of the store-load forwarding.The speculative active store window and tagged store sequence bloom filter are all set-associate structures that are more efficient and scalable than fully associative structures.Experiments show that this simpler and faster design outperforms a conventional load/store queue based design and the NoSQ design on most benchmarks by 10.22% and 8.71% respectively. 相似文献
995.
996.
This paper presents a fuzzy-Pareto dominance driven possibilistic model based planning of electrical distribution systems using multi-objective particle swarm optimization (MOPSO). This multi-objective planning model captures the possibilistic variations of the system loads using a fuzzy triangular number. The MOPSO based on the Pareto-optimality principle is used to obtain a set of non-dominated solutions representing different network structures under uncertainties in load demands and these non-dominated solutions are stored in an elite archive of limited size. Normally, choosing the candidate non-dominated solutions to be retained in the elite archive while maintaining the quality of the Pareto-approximation front as well as maintaining the diversity of solutions on this front is very much computationally demanding. In this paper, the principles of fuzzy Pareto-dominance are used to find out and rank the non-dominated solutions on the Pareto-approximation front. This ranking in turn is used to maintain the elite archive of limited size by discarding the lower ranked solutions. The two planning objectives are: (i) minimization of total installation and operational cost and (ii) minimization of risk factor. The risk factor is defined as a function of an index called contingency-load-loss index (CLLI), which captures the effect of load loss under contingencies, and the degree of network constraint violations. The minimization of the CLLI improves network reliability. The network variables that are optimized are: (i) number of feeders and their routes, and (ii) number and locations of sectionalizing switches. An MOPSO (developed by the authors), based on a novel technique for the selection and assignment of leaders/guides for efficient search of non-dominated solutions, is used as the optimization tool. The proposed planning approach is validated on a typical 100-node distribution system. Performance comparisons between the planning approaches with the possibilistic and deterministic load models are provided highlighting the relative merits and demerits. It is also verified that the proposed solution ranking scheme based on the fuzzy-Pareto dominance is very much better from both quality and computational burden point of view in comparison with the other well-known archive truncation techniques based on clustering and solution density measurement etc. 相似文献
997.
998.
传统的机车车载故障诊断装置在进行在线监测与车载诊断时存在实时性差、信息难以共享等不足,为此,利用车载嵌入式数据采集技术、GPRS无线传输技术、故障诊断专家系统、MQ传输技术及基于浏览器/服务器模式的客户端展现方式,设计实现一个铁路机车远程监测与诊断系统。应用结果表明,该系统性能稳定可靠,可为现代化机车管理和检修提供技术支撑。 相似文献
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1000.