Operations Research and Management Science ›› 2017, Vol. 26 ›› Issue (10): 181-187.DOI: 10.12005/orms.2017.0251

• Management Science • Previous Articles     Next Articles

Conflict Analysis Based on GMCR-NPAWLAK Hybrid Model

MENG Hong-peng1, XU Hai-yan2, HOU Yu-hang2   

  1. 1.College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China;
    2.College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China;
  • Received:2015-11-29 Online:2017-10-25

基于GMCR-NPAWLAK混合模型的冲突分析研究

孟宏鹏1, 徐海燕2, 侯宇航2   

  1. 1.南京航空航天大学 自动化学院,江苏 南京 211106;
    2.南京航空航天大学 经济与管理学院,江苏 南京 211106;
  • 作者简介:孟宏鹏(1989-),男,河南郑州人,研究生,研究方向为机器学习与智能故障诊断;徐海燕(1963-),女,江苏扬州人,教授,博士生导师,研究方向为冲突分析与智能风险决策,组合优化;侯宇航(1991-),男,安徽淮北人,硕士,研究方向为物流与供应链管理、冲突分析。
  • 基金资助:
    国家自然科学基金项目(71471087,61673209);江苏省普通高校研究生科研创新计划项目(KYZZ15- 0102);南京航空航天大学研究生创新基地(实验室)开放基金(kfjj20150320,kfjj20150323,kfjj20160318)

Abstract: In conflict analysis, decision maker’s strategy always includes two, “yes or no”, which is not reasonable in the reality. Neutral attitude is then introduced into the conflict system as the PAWLAK model, which is better in the reality, but no solution of the system can be found. Later on, a new PAWLAK model(NPAWLAK model)is proposed, which expands the decision makers’ two attitudes to three degree of the decision options, and therefore, the study of the global feasible solution of system is of significance to the decision maker’s choice. Based on the NPAWLAK model, this paper introduces the graph model for conflict analysis into the NPAWLAK model and then proposes the GMCR-PAWLAK hybrid model. In this hybrid model, the option prioritizing method of GMCR is expanded and improved to suit the new model, and computes the objective preference of every decision maker. Meanwhile, this model provides an algorithm to look for the global feasible solution. According to the analysis decision makers’ preferences and by means of the algorithm presented, the global feasible solution could be achieved easily. At last, this paper uses an example of labor-capital conflict system in an enterprise to model this system and analyze the two members’ preferences, and then obtains their preferences and the global feasible solution. Moreover, it verifies the validity of this new hybrid model.

Key words: conflict analysis, NPAWLAK model, GMCR-NPAWLAK hybrid model, option prioritizing

摘要: 冲突分析图模型中,决策者的态度只有肯定和否定两种,实际问题中往往不止两种;新PAWLAK冲突模型(NPAWLAK模型)将冲突系统中决策者的三种态度扩展到决策争端的三种程度,符合实际情况,因而研究冲突系统中决策者的偏好排序和全局可行方案对决策者的策略选择具有重要意义。本文在NPAWLAK模型的基础上,引入冲突分析图模型理论(GMCR),提出GMCR-NPAWLAK冲突分析混合模型。该混合模型首先拓展和改进的策略优先排序法,实现了冲突系统中各决策者的客观偏好排序;同时,模型给出了全局可行方案的算法,该算法依据决策者的偏好排序分析结果找出系统的全局可行方案。最后,本文以某企业劳资关系的NPAWLAK冲突为例,对冲突系统进行建模和偏好分析,得到了冲突各方的偏好序列和全局可行方案,同时验证了混合模型的有效性。

关键词: 冲突分析, NPAWLAK模型, GMCR-NPAWLAK混合模型, 策略优先排序法

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