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2004•Journal of Automation and Information SciencesRequires access

An Approach to Optimal Task Assignment in a Distributed System

Rasim Magamed ogly Alguliev, Ramiz Magamed ogly Aliguliev, Rashid Kurbanali ogly Alekperov

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Abstract

A technique of optimal task assignment in a distributed system, which takes into accounts computers load and intercomputer communications and enables one to minimize time of tasks completing, is suggested. The mathematical implementation of the technique is based on the integer programming (IP) problem. To reduce solution time, also a neural network implementation of the IP problem is suggested.

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What this paper is about

A technique of optimal task assignment in a distributed system, which takes into accounts computers load and intercomputer communications and enables one to minimize time of tasks completing, is suggested. The mathematical implementation of the technique is based on the integer programming (IP) problem. To reduce solution time, also a neural network implementation of the IP problem is suggested.

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OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

A technique of optimal task assignment in a distributed system, which takes into accounts computers load and intercomputer communications and enables one to minimize time of tasks completing, is suggested. The mathematical implementation of the technique is based on the integer programming (IP) problem. To reduce solution time, also a neural network implementation of the IP problem is suggested.

Key concepts: Computer science, Task (project management), Integer programming, Integer (computer science), Generalized assignment problem, Assignment problem, Distributed computing, Artificial neural network

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