Evaluation and screening of technology start-ups based on PCA and GA-BPNN.

Journal: PloS one
PMID: 38330060

Abstract

PURPOSE: Due to the existence of information opacity, there is a common problem of adverse selection in the process of screening alternative technology start-ups (TSs) and determining investment targets by venture capital institutions, which does not reveal the true value of enterprises and makes the market inefficient. The aim of this paper is to design an evaluation and screening system help venture capital institutions to select the qualified TSs as their investment objective.

Authors

  • Jiaxin Li
    Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China.
  • Mingming Meng
    School of Economics & Management, Beijing Forestry University, Beijing, P.R. China.
  • Xin Liu
    Peking University Institute of Advanced Agricultural Sciences, Shandong Laboratory of Advanced Agricultural Sciences, Weifang, Shandong, China.
  • Yanjie Lv
    School of Information Science and Technology, Beijing Forestry University, Beijing, P.R. China.
  • Jian Yu
    Key laboratory of Transplantation, Chinese Academy of Medical Sciences, Tianjin, 300192, China; Tianjin Key Laboratory for Organ Transplantation, Tianjin First Center Hospital, Tianjin, 300192, China; Department of Liver Transplantation, Tianjin Medical University First Center Clinical College, Tianjin, 300192, China; Tianjin Key Laboratory of Molecular and Treatment of Liver Cancer, Tianjin First Center Hospital, Tianjin, 300192, China.

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