Multi-Interference Missile Delivery Model Based on Particle Swarm Optimization Algorithm and Cross-Entropy Method

Authors

  • Jianning Liu

DOI:

https://doi.org/10.54097/9cr35848

Keywords:

Horizontal Throw Motion, Model Optimization, PSO, CEM

Abstract

By deploying smoke-filled decoys to specific locations, enemy missiles can be disrupted, offering advantages such as low cost and high cost-effectiveness. This paper establishes effective shielding conditions by ensuring the distance from the point to the line segment is less than the sphere's radius. It defines decision variables such as missile coordinates, drone speed, and direction, with the objective function being to maximize shielding duration. Constraints include time, speed, and direction angle. To solve the multi-objective model, the particle swarm optimization algorithm and cross-entropy method are applied based on different target requirements to determine the global optimal solution. Data validation confirms that the proposed model and solution method accurately calculate effective concealment duration, enabling the establishment of optimal smoke decoy deployment strategies.

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References

[1] Zhao Wenqing, Zhao Guoqing, Cao Chenkai, et al. Analysis of Motion Characteristics During Helicopter-Launched UAV Deployment Process [J]. Flight Mechanics, 2025, 43(04): 41-46+61.

[2] Huang Na, Niu Xinglin, Luo Zhengyou, et al. Research on Manufacturing and Performance Optimization of Smoke Distraction Charges in Special Ammunition [J]. China Military-Civilian Conversion, 2025, (09): 22-23.

[3] Sun Shouyuan. Two Types of Problems in Projectile Motion[J]. Research on Mathematical and Physical Problems, 2024, (Issue 13).

[4] Li Xichun. A Discussion on Methods for Calculating Distances in Space Using Spatial Vectors [J]. Research on Mathematical and Physical Problem Solving, 2022, (Issue 10).

[5] Rubinstein R Y. The cross-entropy method for combinatorial and continuous optimization[J]. Methodology and Computing in Applied Probability, 1999, 1(2): 127–190.

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Published

30-12-2025

Issue

Section

Articles

How to Cite

Liu, J. (2025). Multi-Interference Missile Delivery Model Based on Particle Swarm Optimization Algorithm and Cross-Entropy Method. Journal of Computing and Electronic Information Management, 19(3), 33-37. https://doi.org/10.54097/9cr35848