Optimized allocation of resources based on neural dynamic system

Xin Li, Q. Tan
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Abstract

The allocation of resources is an important question in the domain of services trade. Usually, in order to get a better allocating form, a great deal of computing price has to be paid. And also, because of the complexity of the computing, an optimized allocating form is unable to be acquired frequently in fact. A method of optimized allocation of resources is presented in this paper. It's based on the neural dynamic system. Via this way, the optimized allocating form is generated fully dynamically and there's no need to enumerate all kinds of allocating forms. The computing efficiency is improved quite greatly. At the same time, the neural dynamic system can be processed with thread technology. Cells in each group are able to function concurrently. Thus, the calculating speed is increased more.
基于神经动态系统的资源优化配置
资源配置是服务贸易领域的一个重要问题。通常,为了获得更好的分配形式,必须付出很大的计算代价。而且,由于计算的复杂性,往往无法获得最优的分配形式。本文提出了一种资源优化配置的方法。它基于神经动力学系统。通过这种方式,优化后的分配表单是完全动态生成的,不需要枚举各种分配表单。计算效率得到了很大的提高。同时,利用线程技术对神经动力学系统进行处理。每一组细胞都能同时起作用。从而大大提高了计算速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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