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This paper introduces the multiple linear regression, stepwise linear regression, neural network method, and improves the neural network. Comprehensive analysis of the current prediction methods, the application principle of a detailed analysis and comparison of the various prediction methods advantages and disadvantages. Put forward to improve short-term load forecasting accuracy is not only attach...
Thanks to their advantages, such as high storage density and short response time to customers' requests, puzzle-based compact storage systems have been increasingly installed in warehouses and distribution centers recently. This study addresses zone boundary optimization for puzzle-based compact storage systems when a three-class-based storage policy is implemented, in attempting to facilitate system...
Network lifetime and coverage are viewed as the dominating considerations in designing the structure layout for Wireless Sensor Networks (WSN). In a WSN, the sensor nodes and its central node are located far apart to ensure good coverage over the concerning area. However, communication over long distance between the nodes consumes excessive energy from the battery powered sensors and reduces the lifetime...
According to the correlation and dependence among items in 0-1 knapsack problem, this paper proposes an mproved PSO based on probability model to solve the problem. The algorithm proposes a new updating equation and operates on the probability vector according to the statistic probability to perform the evolution. The example shows that this algorithm has a faster convergence rate and a higher rate...
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