Predict the logistic risk: fuzzy comprehensive measurement method or particle swarm optimization algorithm?

被引：0
|
作者：
Dafeng Xu
Leon Pretorius
Dongdong Jiang
机构：
[1] Shandong Jiaotong University,Economics and Management
[2] University of Pretoria,Department of Engineering and Technology Management
[3] South Africa,undefined
来源：
EURASIP Journal on Wireless Communications and Networking | / 2018卷
关键词：
Logistic risk; Particle swarm optimization; Fuzzy comprehensive measurement method;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Risk analysis is an important fundamental basis of the decision-making process, and it has been applied in many fields. In order to improve the risk management of logistic, a new model based on particle swarm optimization (PSO) is proposed, which is a stochastic optimization method based on population. Through a comparison of performance with a Fuzzy Comprehensive Measurement Method (FCMM), the findings indicated that PSO can predict the logistic risk more accurately. The experimental results show that the model of logistic risk analysis and identification based on PSO algorithm is superior to FCMM model.
引用
收藏
相关论文
共 50 条
  • [21] A new kind of fuzzy particle swarm optimization FUZZY_PSO algorithm
    Wang, Bo
    Liang, GuoQiang
    Wang, ChanLin
    Dong, YunLong
    ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2, 2006, : 309 - +
  • [22] A New Logistic Dynamic Particle Swarm Optimization Algorithm Based on Random Topology
    Ni, Qingjian
    Deng, Jianming
    SCIENTIFIC WORLD JOURNAL, 2013,
  • [23] Image Encryption Algorithm based on Particle Swarm Optimization and Chaos Logistic Map
    Alibrahim, Hussain
    Ludwig, Simone A.
    2021 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2021), 2021,
  • [24] A path planning method based on the particle swarm optimization trained fuzzy neural network algorithm
    Liu, Xiao-huan
    Zhang, Degan
    Zhang, Jie
    Zhang, Ting
    Zhu, Haoli
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2021, 24 (03): : 1901 - 1915
  • [25] A path planning method based on the particle swarm optimization trained fuzzy neural network algorithm
    Xiao-huan Liu
    Degan Zhang
    Jie Zhang
    Ting Zhang
    Haoli Zhu
    Cluster Computing, 2021, 24 : 1901 - 1915
  • [26] A New Opinion Mining Method based on Fuzzy Classifier and Particle Swarm Optimization (PSO) Algorithm
    Bordbar, Samira
    Shamsinejad, Pirooz
    CYBERNETICS AND INFORMATION TECHNOLOGIES, 2018, 18 (02) : 36 - 50
  • [27] A cloud service composition method using a fuzzy-based particle swarm optimization algorithm
    Nazif, Habibeh
    Nassr, Mohammad
    Al-Khafaji, Hamza Mohammed Ridha
    Navimipour, Nima Jafari
    Unal, Mehmet
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (19) : 56275 - 56302
  • [28] A Particle Swarm Optimization based Algorithm for Fuzzy Bilevel Decision Making
    Gao, Ya
    Zhang, Guangquan
    Lu, Jie
    2008 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2008, : 1454 - 1459
  • [29] The particle swarm optimization via cultural algorithm with fuzzy knowledge evolution
    Luo, Qiang
    Yi, Dongyun
    Yang, Wenqiang
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 350 - 357
  • [30] Automatically designing fuzzy models based on particle swarm optimization algorithm
    Zhao, Liang
    Du, Wenli
    Qi, Rongbin
    Qian, Feng
    2011 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION AND INDUSTRIAL APPLICATION (ICIA2011), VOL III, 2011, : 180 - 183
12345