Planning method of equipment quantity based on genetic algorithm
Abstract
In order to solve the quantity planning problem for the equipment system design, the “mission-capacity-type-model” four-equipment system construction method and process is presented based on the department of defense architecture framework. Secondly, the analytic hierarchy process is used to complete the weight distribution of each element of the equipment system. The equipment capability gap function is constructed based on the expected capability, and the calculation method of the expected and actual equipment capability is given. Then, the equipment quantity planning model with the minimization of the total capability gap of the equipment system as the optimization objective and the equipment quantity and investment as the constraint conditions is constructed, and the solution method is given based on the genetic algorithm. Finally, for a typical simulation example, the equipment system is designed and the quantity of each type of equipment is given, verifying the feasibility and effectiveness of the method.
Fields of Study & Subjects
Military Defense Systems Analysis
Systems Engineering Methodologies and Applications
Military Technology and Strategies
Publication details
- Journal / source
- DOAJ (DOAJ: Directory of Open Access Journals)
- Publication date
- 1 February 2026
- Language
- ZH