Ship-to-shore attack firepower distribution method based on genetic algorithm

A technology of firepower allocation and genetic algorithm, applied in genetic rules, calculations, genetic models, etc., can solve problems such as unstable solution results, difficult initial population, long solution time, etc. The effect of short time and stable solution results

Active Publication Date: 2018-08-17
HUAZHONG UNIV OF SCI & TECH
View PDF3 Cites 13 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Aiming at the above defects or improvement needs of the prior art, the present invention provides a method for allocating ship-to-shore strike firepower based on a genetic algorithm, thereby solving the problem

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Ship-to-shore attack firepower distribution method based on genetic algorithm
  • Ship-to-shore attack firepower distribution method based on genetic algorithm
  • Ship-to-shore attack firepower distribution method based on genetic algorithm

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0039] 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.

[0040] Such as figure 1 As shown, a genetic algorithm-based ship-to-shore strike firepower allocation method includes:

[0041] (1) A weapon on a ship is used as a firepower unit, and the firepower distribution number of the firepower unit to the target on the shore is used as the coding bit, and each firepower unit is coded by random distribution generation method to obtain the initial populat...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a ship-to-shore attack firepower distribution method based on a genetic algorithm. The method includes the steps: taking one weapon on a ship as a firepower unit, taking firepower distribution number of a shore target opposite to the firepower unit as an encoding bit, and performing encoding on each firepower unit by the aid of a random distribution generation method to obtain an initial population; calculating population fitness of the initial population by the aid of a fitness function, selecting the initial population according to the population fitness and a roulette to obtain a population after selection, and performing chromosomal chiasma and variation on the population after selection to obtain a new population; updating the initial population by the aid of the new population, repeating a last step for many times to obtain a ship-to-shore attack firepower distribution scheme. The method is stable in solving result, short in time consumption and rapid in convergence, and the initial population is easily generated.

Description

technical field [0001] The invention belongs to the field of dispatching and allocation, and more specifically relates to a method for allocating firepower for ship-to-shore strikes based on a genetic algorithm. Background technique [0002] The problem of firepower distribution is a research hotspot in today's combat system engineering. Since this kind of problem is NP-complete, there is no polynomial complexity algorithm to complete the optimal solution. The distribution of firepower for ship-to-shore strikes is a weapon distribution scheme for fleet formations that use various weapons on board to strike multiple targets on the shore and obtain better combat effects. To obtain a better solution, various modern numerical algorithm such as traditional genetic algorithm, leapfrog algorithm, simulated annealing algorithm, etc. can be used. [0003] It is a feasible scheme to obtain the firepower allocation scheme in the traditional genetic algorithm, and a better weapon alloc...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G06N3/12G06F19/00
CPCG06N3/126G16Z99/00
Inventor 余明晖高艺哲苏厚胜曾伟周洪涛张诗朱辉
Owner HUAZHONG UNIV OF SCI & TECH
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap