LYU X D, ZHENG S, CHEN J. Pre-planning method of joint air defense resources for ship formations based on improved genetic algorithm[J]. Chinese Journal of Ship Research, 2023, 18(3): 266–276. DOI: 10.19693/j.issn.1673-3185.02877
Citation: LYU X D, ZHENG S, CHEN J. Pre-planning method of joint air defense resources for ship formations based on improved genetic algorithm[J]. Chinese Journal of Ship Research, 2023, 18(3): 266–276. DOI: 10.19693/j.issn.1673-3185.02877

Pre-planning method of joint air defense resources for ship formations based on improved genetic algorithm

  •   Objectives  The field of combat resource planning has gradually become the core point of intelligent decision guidance for future combat, and ensuring a better combat resource planning scheme is crucial to the guidance and implementation of actual combat. To this end, a resource planning method for the joint air defense of warship formations based on an improved genetic algorithm is proposed.
      Methods  First, the resources are serviced to improve their versatility; next, the articulation of multi-population genetic algorithms is used to represent multi-stage combat planning, and multi-dimensional quality of service (QoS) combat performance indicators are designed on the basis of multi-population genetic algorithms, thereby establishing a set of strengths and weaknesses for the evaluation of joint warfare planning programs.
      Results  After the generalization of resources, the proposed method can be effectively combined with multi-population genetic algorithms to obtain a multi-stage optimal combat resource planning scheme.
      Conclusion  This study has certain reference value for the design and application of combat resource planning.
  • loading

Catalog

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return