Uncorrelated parallel machine scheduling method and related equipment thereof

A scheduling method and pre-scheduling technology, applied in computer-aided design, design optimization/simulation, special data processing applications, etc., can solve problems such as customers cannot be accessed, and achieve the effect of improving solution efficiency

Pending Publication Date: 2022-01-21
NAT UNIV OF DEFENSE TECH
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  • Uncorrelated parallel machine scheduling method and related equipment thereof
  • Uncorrelated parallel machine scheduling method and related equipment thereof
  • Uncorrelated parallel machine scheduling method and related equipment thereof

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[0026] In order to make the purpose, technical solutions and advantages of the present disclosure clearer, the present disclosure will be further described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0027] It should be noted that, unless otherwise defined, the technical terms or scientific terms used in the embodiments of the present disclosure shall have ordinary meanings understood by those skilled in the art to which the present disclosure belongs. "First", "second" and similar words used in the embodiments of the present disclosure do not indicate any sequence, quantity or importance, but are only used to distinguish different components. "Comprising" or "comprising" and similar words mean that the elements or items appearing before the word include the elements or items listed after the word and their equivalents, without excluding other elements or items. Words such as "connected" or "connected" are not lim...

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Abstract

The invention provides an uncorrelated parallel machine scheduling scheme, which deeply analyzes the complex mutual overlapping relationship between time windows and improves the linear relaxation upper bound of the model. A new preprocessing algorithm is designed, and more to-be-processed objects can be successfully scheduled. Specifically, firstly, a first variable representing whether an object to be processed is scheduled to a time window corresponding to an implementation subject and a second variable representing start time corresponding to the time window allocated to the object to be processed are introduced into a model, and then conflicts and relationships between the time windows are analyzed; corresponding scheduling schemes are obtained according to different conditions, and scheduling is carried out according to the scheduling schemes. A new improved mixed integer linear programming (MILP) model is obtained, introduction of a large M variable is avoided, and a tighter linear relaxation upper bound is achieved. The introduction of 0-1 variables among all the to-be-processed objects is avoided, and the solving efficiency of the scheduling scheme is improved.

Description

technical field [0001] The present disclosure relates to the technical field of mixed integer linear programming, in particular to a scheduling method for uncorrelated parallel machines and related equipment. Background technique [0002] Earth observation satellites are a type of satellite platform that responds to user needs and images the earth's surface through the remote sensors (payloads) on board. Due to the "explosive" growth of observation demands and limited resources, scheduling is crucial to improve observation efficiency. Usually, earth observation satellites operate in low orbit and can circle the earth a dozen to dozens of times a day. Obviously, the satellite can only successfully observe the target when it flies over the target, that is, the target must be within the visible range of the satellite. Therefore, target observations have time window constraints. Due to the multiple orbits around the earth every day, coupled with the flexible maneuverability a...

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Application Information

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IPC IPC(8): G06F30/20G06F111/04G06F119/12
CPCG06F30/20G06F2111/04G06F2119/12G06F17/12
Inventor 王建江刘进于冠飞马满好祝江汉喻婧
Owner NAT UNIV OF DEFENSE TECH
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