DOAJ Open Access 2025

Research Status and Development of Intelligent Optimization Methods for Mission Schemes

Zhaochen WANG Huadong YANG Haiwen SUN Zirong JIN

Abstrak

The mission environment has become more and more complex, and the tempo has obviously accelerated. As a result, the traditional manual decision-making can no longer meet the requirements. There is a strong need for an advanced decision-making system to assist decision makers in carrying out on-the-spot mission command. To better carry out the research on artificial intelligent recommendation methods for mission schemes, this paper collated the research articles in this direction in China and abroad in recent years and divided the intelligent recommendation methods into three categories, namely intelligent analysis, intelligent matching, and intelligent learning. It elaborated on the core principles, technical paths, and typical applications of various methods and simultaneously analyzed the advantages and disadvantages of the three types of methods. It identified the deficiencies of the existing methods in terms of dynamic adaptability, autonomous decision-making ability, data dependence, and credibility. Finally, the future development direction was prospected, providing valuable references for subsequent research in this field.

Penulis (4)

Z

Zhaochen WANG

H

Huadong YANG

H

Haiwen SUN

Z

Zirong JIN

Format Sitasi

WANG, Z., YANG, H., SUN, H., JIN, Z. (2025). Research Status and Development of Intelligent Optimization Methods for Mission Schemes. https://doi.org/10.11993/j.issn.2096-3920.2025-0066

Akses Cepat

Informasi Jurnal
Tahun Terbit
2025
Sumber Database
DOAJ
DOI
10.11993/j.issn.2096-3920.2025-0066
Akses
Open Access ✓