Multi-strategy improved distributed cross-domain collaborative task allocation optimization method

By building a multi-objective and multi-constraint optimization model and combining multiple optimization algorithms, a multi-strategy-improved distributed cross-domain collaborative task allocation optimization method is proposed, which solves the constraint complexity and timeliness in cross-domain collaborative task allocation, and realizes efficient task allocation and resource utilization.

CN119670987AActive Publication Date: 2025-03-21CHINA ACADEMY OF ELECTRONICS AND INFORMATION TECHNOLOGY OF CHINA ELECTRONICS TECHNOLOGY GROUP CORPORATION +1
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Patent Information

Application Number
CN202510188143.8
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-02-20
Publication Date
2025-03-21
Estimated Expiration
2045-02-20

AI Technical Summary

Technical Problem

The existing technology has problems such as complex constraints, large scale and high timeliness in cross-domain collaborative task allocation, and has failed to effectively solve the problem of unified allocation of multi-task goals.

Method used

A multi-strategy improved distributed cross-domain collaborative task allocation optimization method is proposed. By constructing a target allocation optimization model of comprehensive efficiency, time cost and resource utilization, as well as a control allocation optimization model of sensor detection capabilities, transmission link connectivity and backhaul link connectivity, it is combined with particle swarm algorithm, improved Fuch chaos mapping algorithm, lonely point reverse evolution algorithm and optimal individual local perturbation evolution algorithm for optimization calculations.

Benefits of technology

It improves the overall combat effectiveness, enhances the concealment and coordination between combat nodes, and effectively improves the efficiency of task execution and resource utilization.

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Abstract

The invention provides a multi-strategy improved distributed cross-domain cooperative task allocation optimization method, and belongs to the technical field of planning control. The method comprises the following steps: firstly, constructing a target allocation optimization model based on three types of target functions of comprehensive efficiency, time cost and resource utilization rate; a control distribution optimization model is constructed based on three objective functions of sensor detection capability, sending link connectivity and return link connectivity; and then combining the two models and corresponding constraint conditions to construct a cross-domain collaborative task allocation optimization model. And finally, carrying out distributed cross-domain collaborative task optimization allocation calculation by adopting a multi-strategy improved particle swarm optimization algorithm. According to the multi-strategy improved distributed cross-domain cooperative task allocation optimization method, the overall combat effectiveness is improved, the concealment and the collaboration among combat nodes are enhanced, powerful technical support is provided for cross-domain cooperative combat, and the task execution efficiency and the resource utilization benefit can be effectively improved.
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