A Threat Assessment Method Based on Cloud Model and Particle Swarm Optimization

被引：0
|
作者：
Liu Xi-nan [1 ]
Peng Zhi-hong [1 ]
Deng Fang [1 ]
Chen Jie [1 ]
机构：
[1] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
来源：
2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2013年
关键词：
Membership Cloud; Particle Swarm Optimization; Variable Weight; Threat Assessment;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
According to the target threat assessment in battlefield, a threat assessment method based on a combination of membership cloud and particle swarm optimization was proposed. This method can on one hand adjust weights automatically according to the overall distribution of the indexes' value by utilizing particle swarm to optimize the weight, and on the other hand, establish a cloud model based on threat sequencing, as to make the assessment process fully take the fuzziness and randomness of threat information into account. Finally, a three-layer index system is built to test the method and the validity and rationality is verified.
引用
收藏
页码：3560 / 3564
页数：5
相关论文
共 50 条
  • [1] Cloud model particle swarm optimization algorithm based on pattern search method
    Wu J.-H.
    Wang B.-H.
    Zhang X.-G.
    Chen H.
    Wu, Jian-Hui (jianhuiw@hnu.edu.cn), 1600, Northeast University (32): : 2076 - 2080
  • [2] Cloud hypermutation particle swarm optimization algorithm based on cloud model
    Zhang, Ying-Jie
    Shao, Sui-Feng
    Julius, Niyongabo
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2011, 24 (01): : 90 - 96
  • [3] An Adaptive Particle Swarm Optimization Algorithm Based on Cloud Model
    Zhu, Jinrong
    MATERIALS AND MANUFACTURING TECHNOLOGY, PTS 1 AND 2, 2010, 129-131 : 612 - 616
  • [4] Cloud Service Selection Optimization Method Based on Parallel Discrete Particle Swarm Optimization
    Zhang Yimin
    Sheng Guojun
    Yang Xiaoguang
    PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 2103 - 2107
  • [5] Application of Particle Swarm Optimization Algorithm Based on Cloud Model for Path Planning
    Wei, Liansuo
    Dai, Xuefeng
    2011 AASRI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRY APPLICATION (AASRI-AIIA 2011), VOL 2, 2011, : 68 - 71
  • [6] Network Scheduling Model of Cloud Computing based on Particle Swarm Optimization Algorithm
    Lu, Ke
    Meng, Junxia
    INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2015, 8 (04): : 73 - 81
  • [7] A Cloud Computing Resource Scheduling Method Based on Particle Swarm Optimization and Ant Colony Optimization
    Xu, Yonggang
    Liu, Xin
    Wei, Jiahui
    Wang, Junzheng
    2016 3RD INTERNATIONAL CONFERENCE ON MECHANICAL, INDUSTRIAL, AND MANUFACTURING ENGINEERING (MIME 2016), 2016, : 157 - 161
  • [8] Cloud Storage Data Retrieval Method of Port Logistic Based on Particle Swarm Optimization
    Qin, Yuanyuan
    JOURNAL OF COASTAL RESEARCH, 2020, : 295 - 298
  • [9] A Dynamic Dispatching Method of Resource based on Particle swarm optimization for Cloud Computing Environment
    Zhao, Hongwei
    Wang Chenyu
    2013 10TH WEB INFORMATION SYSTEM AND APPLICATION CONFERENCE (WISA 2013), 2013, : 351 - +
  • [10] A resource schedule method for cloud computing based on chaos particle swarm optimization algorithm
    Zheng, Lei
    Hu, Defa
    Computer Modelling and New Technologies, 2014, 18 (10): : 219 - 223
12345