STUDY ON THE METHOD OF ORDER OPTIMIZATION AND ARRANGEMENT BASED ON NEURAL NETWORK TECHNOLOGY

被引:0
|
作者
Wang, Xiao-Feng [1 ,2 ]
Liu, Bin [3 ]
机构
[1] Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
[2] Hebei Univ Sci & Technol, Acad Affairs Dept, Shijiazhuang 050018, Peoples R China
[3] Hebei Univ Sci & Technol, Coll Econ & Management, Shijiazhuang 050018, Peoples R China
关键词
RBF neural network; order production priority; supply chain; index system;
D O I
10.1109/ICMLC.2009.5212657
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the setting of supply chain, order evaluation of the core manufacture enterprise is a task of demand management and the prerequisite for production planning. Order selection is a multi-attribute issue which involves integrated decision-making. In this paper, firstly, an order priority evaluation index system is constructed within a more systematic and comprehensive supply chain setting. Secondly, a model is set up by means of neural network. Thirdly, Matlab is applied to assist design and optimize network. Finally, an empirical research is carried out to compare and analyze the effects of three different decision-making methods. Study shows this approach is valid and practicable.
引用
收藏
页码:2697 / +
页数:2
相关论文
共 50 条
  • [21] Study of technology innovation risk based on BP neural network
    Ting, Wang
    Na, Cao
    ISMOT'07: Proceedings of the Fifth International Symposium on Management of Technology, Vols 1 and 2: MANAGING TOTAL INNOVATION AND OPEN INNOVATION IN THE 21ST CENTURY, 2007, : 1730 - 1733
  • [22] Target Detection Technology Based on Object Model Optimization Neural Network Learning
    Tang, De Jin
    Zhou, Xiao Ming
    Li, Cai Ping
    2018 INTERNATIONAL CONFERENCE ON ALGORITHMS, COMPUTING AND ARTIFICIAL INTELLIGENCE (ACAI 2018), 2018,
  • [23] Inverse design of short-range order arrangement via neural network
    You, Daegun
    Celebi, Orcun Koray
    Abueidda, Diab W.
    Gengor, Gorkem
    Mohammed, Ahmed Sameer Khan
    Koric, Seid
    Sehitoglu, Huseyin
    INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2025, 309
  • [24] A method of wavelet neural network based on particle swarm optimization algorithm
    Pan Hongxia
    Mao Hongwei
    Huang Jinying
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 935 - 939
  • [25] Study on Trajectory Optimization of Hypersonic Vehicle Based on Neural Network
    Cai, Feichao
    Huang, Xing
    FRONTIERS IN ENERGY RESEARCH, 2022, 10
  • [26] Metamaterial absorber optimization method based on an artificial neural network surrogate
    Liu, Zi-Xin
    Jin, Jing
    Chen, Li-Jie
    Fu, Jia-Ping
    Lin, Hai
    OPTICS EXPRESS, 2023, 31 (22) : 35594 - 35603
  • [27] Method of ECG data compression based on neural network multiobjective optimization
    Wang, Jicheng
    Wang, Xun
    Zhongguo Shengwu Yixue Gongcheng Xuebao/Chinese Journal of Biomedical Engineering, 1997, 16 (04): : 353 - 358
  • [28] Balance optimization method of energy shipping based on Hopfield neural network
    Ji, Yuan
    Wang, Linlin
    Xie, Danlan
    ALEXANDRIA ENGINEERING JOURNAL, 2023, 67 : 171 - 181
  • [29] Optimization method of diffuse optical tomography reconstruction based on neural network
    Cao, Bin
    Zhang, Limin
    Shi, Ke
    Zhao, Zhichao
    Sun, Zhilong
    Li, Jiao
    Zhou, Zhongxing
    Gao, Feng
    OPTICS IN HEALTH CARE AND BIOMEDICAL OPTICS X, 2020, 11553
  • [30] A Neural Network Trojan Detection Method Based on Particle Swarm Optimization
    Wang, Chen-Xu
    Zhao, Shi-Yao
    Wang, Xin-Sheng
    Luo, Min
    Yang, Min
    2018 14TH IEEE INTERNATIONAL CONFERENCE ON SOLID-STATE AND INTEGRATED CIRCUIT TECHNOLOGY (ICSICT), 2018, : 1249 - 1251