Artificial neural network: An upcoming strategic decision planning support tool

被引:0
|
作者
Udo, GJ [1 ]
机构
[1] Tennessee State Univ, Coll Business, Ctr Excellence Informat Syst, Nashville, TN 37203 USA
关键词
artificial neural network; capital asset pricing model; decision support systems; divestiture; expert systems; strategic decision planning tool;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Finding a reliable technique to help[ in the strategic planning is not a new research issue. Past studies, using several techniques and models, have shown only limited progress. Existing techniques are either too complex and time-consuming or too unreliable for full-scale adoption. Artificial neural network (ANN) technology seems capable of overcoming most of these shortcomings. This paper overviews existing techniques: the strategic-fit concept, CAPM, traditional DSS, and expert systems and contrasts them with ANN. An illustrative application is used to demonstrate the effectiveness of ANN in supporting a diversification strategic planning.
引用
收藏
页码:84 / 90
页数:7
相关论文
共 50 条
  • [1] A decision support tool for strategic planning of sustainable biorefineries
    Sharma, P.
    Sarker, B. R.
    Romagnoli, J. A.
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2011, 35 (09) : 1767 - 1781
  • [2] Decision Support Tool for Strategic Planning in Supply Chains
    Costa, Pedro
    Gomes, Maria Isabel
    Carvalho, Ana
    Barbosa-Povoa, Ana
    [J]. 24TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PTS A AND B, 2014, 33 : 895 - 900
  • [3] Artificial neural network incorporated decision support tool for point velocity prediction
    Simsek, Serhat
    Genc, Onur
    Albizri, Abdullah
    Dinc, Semih
    Gonen, Bilal
    [J]. JOURNAL OF BUSINESS ANALYTICS, 2020, 3 (01) : 67 - 78
  • [4] Ariadne: A Space Program Planning Decision Support Tool for Strategic Planners
    Coley, Mark D., Jr.
    Maynard, Ian W.
    Chudoba, Bernd
    [J]. JOURNAL OF SPACECRAFT AND ROCKETS, 2021, 58 (05) : 1498 - 1513
  • [5] Decision support system for tool condition monitoring in milling process using artificial neural network
    Mohanraj, T.
    Tamilvanan, A.
    [J]. JOURNAL OF ENGINEERING RESEARCH, 2022, 10 (4B): : 142 - 155
  • [6] Artificial neural network medical decision support tool: Predicting transfusion requirements of ER patients
    Walczak, S
    [J]. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2005, 9 (03): : 468 - 474
  • [7] An artificial neural network tool to support the decision making of designers for environmentally conscious product development
    Singh, Prashant Kumar
    Sarkar, Prabir
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 212
  • [8] Artificial Neural Networks as a Decision Support Tool in Curriculum Development
    Kaya, Irem Ersoz
    [J]. INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2019, 28 (04)
  • [9] PLANNING FOR STRATEGIC DECISION SUPPORT SYSTEMS
    KING, WR
    [J]. LONG RANGE PLANNING, 1983, 16 (05) : 73 - 78
  • [10] Decision Support for Mainport Strategic Planning
    Wijnen, Roland A. A.
    Chin, Roy T. H.
    Walker, Warren E.
    Kwakkel, Jan H.
    [J]. COLLABORATIVE DECISION MAKING: PERSPECTIVES AND CHALLENGES, 2008, 176 : 369 - 380