Department of Management Engineering, School of Economics and Management, Xidian University, Xi'an, 710071, China.
Industrial Engineering Department, Engineering Faculty, Eskişehir Osmangazi Universitesi, 26480, Eskişehir, Turkey.
Environ Sci Pollut Res Int. 2018 Jun;25(17):16885-16899. doi: 10.1007/s11356-018-1826-4. Epub 2018 Apr 5.
The resource allocation of air pollution treatment in China is a complex problem, since many alternatives are available and many criteria influence mutually. A number of stakeholders participate in this issue holding different opinions because of the benefits they value. So a method is needed, based on the analytic network process (ANP) and large-group decision-making (LGDM), to rank the alternatives considering interdependent criteria and stakeholders' opinions. In this method, the criteria related to air pollution treatment are examined by experts. Then, the network structure of the problem is constructed based on the relationships between the criteria. Further, every participant in each group provide comparison matrices by judging the importance between criteria according to dominance, regarding a certain criteria (or goal), and the geometric average comparison matrix of each group is obtained. The decision weight of each group is derived by combining the subjective weight and the objective weight, in which the subjective weight is provided by organizers, while the objective weight is determined by considering the consensus levels of groups. The final comparison matrices are obtained by the geometric average of comparison matrices and the decision weights. Next, the resource allocation is made according to the priorities of the alternatives using the super decision software. Finally, an example is given to illustrate the use of the proposed method.
中国空气污染治理的资源分配是一个复杂的问题,因为有许多可供选择的方案,而且许多标准相互影响。由于利益的不同,许多利益相关者参与了这个问题,并持有不同的意见。因此,需要一种方法,基于网络分析法(ANP)和大群体决策(LGDM),考虑相互依存的标准和利益相关者的意见,对备选方案进行排序。在这种方法中,专家对与空气污染治理相关的标准进行检查。然后,根据标准之间的关系构建问题的网络结构。进一步,每个群体的每个参与者根据主导性判断标准之间的重要性提供比较矩阵,针对某个标准(或目标),并获得每个群体的几何平均比较矩阵。通过结合主观权重和客观权重来获得每个群体的决策权重,其中主观权重由组织者提供,而客观权重则通过考虑群体的一致性水平来确定。最终的比较矩阵是通过比较矩阵和决策权重的几何平均值得到的。接下来,使用超级决策软件根据备选方案的优先级进行资源分配。最后,给出一个例子来说明所提出方法的使用。