Mitigation of Short-term Disturbance Negative Impacts in the Agent-Based Model of a Production Companies Network

被引:1
|
作者
Shevchuk, G. K. [1 ]
Berg, D. B. [1 ]
Zvereva, O. M. [1 ]
Medvedeva, M. A. [1 ]
机构
[1] Ural Fed Univ, Mira 19, Ekaterinburg 620002, Russia
来源
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2017 (ICCMSE-2017) | 2017年 / 1906卷
关键词
Agent-based modeling; network of production companies; resource reservation; JIT; input-output model; supply chain disturbance;
D O I
10.1063/1.5012340
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This article is devoted to the study of a supply chain disturbance impact on manufacturing volumes in a production system network. Each network agent's product can be used as a resource by other system agents (manufacturers). A supply chain disturbance can lead to operating cease of the entire network. Authors suggest using of short-term partial resources reservation to mitigate negative consequences of such disturbances. An agent-based model with a reservation algorithm compatible with strategies for resource procurement in terms of financial constraints was engineered. This model works in accordance with the static input-output Leontief's model. The results can be used for choosing the ways of system's stability improving, and protecting it from various disturbances and imbalance.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Sharing Competition: An Agent-Based Model for the Short-Term Accommodations Market
    Bruno, Bruna
    Faggini, Marisa
    B E JOURNAL OF ECONOMIC ANALYSIS & POLICY, 2020, 20 (02):
  • [2] Disaggregate Short-Term Location Prediction Based on Recurrent Neural Network and an Agent-Based Platform
    Dong, Yanjie
    Polak, John
    Sivakumar, Aruna
    Guo, Fangce
    TRANSPORTATION RESEARCH RECORD, 2019, 2673 (08) : 657 - 668
  • [3] Dealing with uncertainty in agent-based models for short-term predictions
    Le-Minh Kieu
    Malleson, Nicolas
    Heppenstall, Alison
    ROYAL SOCIETY OPEN SCIENCE, 2020, 7 (01):
  • [4] An Agent-Based Model for the Role of Short-Term Memory Enhancement in the Emergence of Grammatical Agreement
    Vera, Javier
    ARTIFICIAL LIFE, 2018, 24 (02) : 119 - 127
  • [5] A New Agent-Based Artificial Stock Market with Short-Term Dynamics
    Liu, Xinghua
    Yang, Jianmei
    Tang, Bingyong
    2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 4089 - +
  • [6] An agent-based model for energy service companies
    Robinson, Marguerite
    Varga, Liz
    Allen, Peter
    ENERGY CONVERSION AND MANAGEMENT, 2015, 94 : 233 - 244
  • [7] Prediction of Transient and Short-Term Voltage Stability Status by Model-Free Agent-Based Scheme
    Lashgari, Mahmoud
    Shahrtash, S. Mohammad
    IEEE SYSTEMS JOURNAL, 2022, 16 (02): : 2315 - 2324
  • [8] Short-term regulation in reservoirs - biological impacts and mitigation measures
    Brodtkorb, EM
    HYDROPOWER IN THE NEW MILLENNIUM, 2001, : 201 - 206
  • [9] A Concept Agent-Based Simulation Model to Evaluate the Impacts of a Shared Space Network
    Tzouras, Panagiotis G.
    Karolemeas, Christos
    Bakogiannis, Efthimios
    Kepaptsoglou, Konstantinos
    12TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT) / THE 4TH INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40) / AFFILIATED WORKSHOPS, 2021, 184 : 680 - 685
  • [10] An Agent-Based Model of Sex and Sexual Orientation Differences in Short-Term Mating Behaviors as a Result of Mating Preferences
    Ying, Yurun
    Antfolk, Jan
    Santtila, Pekka
    JOURNAL OF SEX RESEARCH, 2024, 61 (06) : 946 - 954