Equipment supporting task multi-objective planning method facing task resource matching

A technology of multi-objective planning and resource matching, applied in the field of multi-objective planning of equipment support tasks oriented to task resource matching, can solve the problems of less research on equipment support applications, no better solutions, many and complex tasks, etc. Equipment support task planning, promoting informatization construction, and achieving the effect of precision and efficiency

Inactive Publication Date: 2018-11-16
NAVAL UNIV OF ENG PLA
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Problems solved by technology

[0006] Although the task planning method has been researched and applied in many fields, there are few researches on the application of equipment support, especially for the limited matching between su

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  • Equipment supporting task multi-objective planning method facing task resource matching
  • Equipment supporting task multi-objective planning method facing task resource matching
  • Equipment supporting task multi-objective planning method facing task resource matching

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[0073] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not constitute a conflict with each other. The present invention will be further described in detail below in combination with specific embodiments.

[0074] The actual equipment support mission planning is generally a multi-objective optimization and decision-making problem under multiple conditions constraints, that is, a matching problem of multi-objective optimization among support tasks, support resources and support time under multip...

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Abstract

The invention discloses an equipment supporting task multi-objective planning method facing task resource matching, which comprises the steps of: carrying out particle encoding; solving an approximateideal point; generating an initial objective weight; executing a fitness function construction method; generating an initial particle swarm; updating a particle speed, updating and correcting a position, and planning a solution space; carrying out particle swarm optimization calculation to obtain an optimal solution; carrying out objective satisfaction degree evaluation and weight regulation; andthe like. The method can well solve the equipment supporting task planning problem, can implement accuracy and high efficiency of equipment supporting, has important reference value in generation ofan equipment supporting auxiliary decision and scheme under the informatization condition, and is beneficial for propelling informatization construction of equipment supporting.

Description

technical field [0001] The invention belongs to the field of equipment support, and in particular relates to a multi-objective planning method for equipment support tasks oriented to task resource matching. Background technique [0002] The solutions to mission planning problems are summarized in two categories: [0003] The first type of method is an exact solution method dedicated to finding the optimal solution, usually including integer programming, branch and bound method, and enumeration method. These methods take up a lot of computer memory and take a long time to solve, so they are not suitable for problems. Task planning problems with large scale, complex constraints, and strong real-time performance. [0004] The second type of method is the heuristic method, including various planning table algorithms, ant colony algorithm, genetic algorithm and so on. The heuristic method is based on intuition and empirical construction, and can solve the feasible solution of t...

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Application Information

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IPC IPC(8): G06Q10/04G06Q50/26G06N3/00
CPCG06N3/006G06Q10/04G06Q50/26
Inventor 彭鹏菲于钱谢泽坤黄亮
Owner NAVAL UNIV OF ENG PLA
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