资源分配问题

A. Voronin, A. Savchenko
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引用次数: 0

摘要

在各种主题领域中,在个别要素(对象)之间分配受控系统的资源的问题是相关的,它确保系统在特定情况下最有效地发挥作用。给定全局资源的分配问题是在以下限制条件下考虑的,适用于部分资源。结果表明,问题在于在资源有限的条件下,如何构造适当的优化资源配置过程的准则函数。目标函数是部分资源向量的标量卷积。对目标函数的要求:它必须惩罚部分资源危险地接近其极限,并且在其参数中是可微的。在考虑的问题中,部分资源具有双重性质。一方面,它们可以看作是自变量,是优化目标函数的参数。另一方面,每一个对象力求最大限度地利用其部分资源,尽可能远离危险的限制,以提高其运作的效率,这是合乎逻辑的。从这个角度来看,资源可以被视为相应对象的功能质量的特定标准。这些标准受制于最大化,它们从下面受到限制,非负面和矛盾(一种资源的增加只能以其他资源的减少为代价)。对于所考虑问题的决策,采用了非线性权衡格式的多准则优化方法。所提出的方法被推荐用于在广泛的实际问题中进行折衷-最优资源分配。并给出了实例说明。
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RESOURCE DISTRIBUTION PROBLEM
In various subject areas, the problem of such a distribution of the resources of a controlled system between individual elements (objects) is relevant, which ensures the most efficient functioning of the system in given circumstances. The problem of distribution of the given global resource is considered at restrictions from below, applied on partial resources. It is shown, that the problem consists in construction of adequate criterion function for optimization of process of distribution of resources in conditions of their limitation. The objective function is a scalar convolution of the partial resource vector. Requirements for the objective function: it must penalize partial resources for dangerously approaching its limits and be differentiable in its arguments. In the problem under consideration, partial resources have a dual nature. On the one hand, they can be considered as independent variables, arguments for the optimization of the objective function. On the other hand, it is logical for each of the objects to strive to maximize its partial resource, to go as far as possible from a dangerous limitation in order to increase the efficiency of its functioning. From this point of view, resources can be considered as particular criteria for the quality of the functioning of the corresponding objects. These criteria are subject to maximization, they are limited from below, non-negative and contradictory (an increase in one resource is possible only at the expense of a decrease in others). For the decision of a considered problem the approach of multicriteria optimization with use of the nonlinear trade-off scheme is undertaken. The proposed approach is recommended for a compromise-optimal allocation of resources in a wide range of practical problems. The illustrating example is given.
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Journal of Automation and Information Sciences
Journal of Automation and Information Sciences AUTOMATION & CONTROL SYSTEMS-
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审稿时长
6-12 weeks
期刊介绍: This journal contains translations of papers from the Russian-language bimonthly "Mezhdunarodnyi nauchno-tekhnicheskiy zhurnal "Problemy upravleniya i informatiki". Subjects covered include information sciences such as pattern recognition, forecasting, identification and evaluation of complex systems, information security, fault diagnosis and reliability. In addition, the journal also deals with such automation subjects as adaptive, stochastic and optimal control, control and identification under uncertainty, robotics, and applications of user-friendly computers in management of economic, industrial, biological, and medical systems. The Journal of Automation and Information Sciences will appeal to professionals in control systems, communications, computers, engineering in biology and medicine, instrumentation and measurement, and those interested in the social implications of technology.
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