多二分法测序方法MDSM用于对变体的特性在多标准决策中的重要性进行排序
Hubert Anysz1, Bartosz Grucza2
1Warsaw University of Technolgy, Faculty of Civil Engineering, Al. Armii Ludowej 16, Warsaw 00-637, Poland.
MethodsX
|January 17, 2024
概括
本研究引入了一种新的方法,用于测序标准在多标准决策 (MCDM) 中的重要性. 二分式分割方法确保了物业权重的连贯排序,与决策者的意图保持一致.
科学领域:
- 运营研究 运营研究
- 决策科学 决策科学 决策科学
背景情况:
- 多标准决策 (MCDM) 方法被广泛用于根据多个标准选择最佳解决方案.
- 在MCDM中,一个关键的挑战是准确地分配不同标准的权重,特别是在处理语言或非数字数据时.
- 现有的方法可能并不总能捕捉到决策者想要的标准的细微重要性.
研究的目的:
- 提出一种创新的方法来排序MCDM问题中的属性 (标准) 的重要性.
- 开发一种系统的方法,确保得出的标准权重是内部一致的,并反映决策者的真实偏好.
- 在确定其重要性顺序后,使用已建立的MCDM技术计算财产重量的基础.
主要方法:
- 拟议的方法涉及到整套标准的递归二分法分解成两个子集:较低和较高的重要性.
- 这种代的划分继续,直到每个子集包含一个或多个具有同等重要性的标准.
- 由此产生的层次结构为所有标准建立了一个明确的重要性顺序,从而促进后续的权重计算.
主要成果:
- 二分式分割方法产生了一个连贯的和内部一致的标准重要性排序.
- 该方法有效地解决了测序标准的挑战,特别是当涉及多种属性时.
- 已建立的重要性顺序为应用各种MCDM算法来计算精确的属性权重提供了坚实的基础.
结论:
- 新的二分式分割技术为MCDM中对标准重要性进行排序提供了有效的解决方案.
- 这种方法提高了MCDM结果的可靠性和与决策者的意图保持一致.
- 该方法为提高多标准决策流程的应用和准确性提供了有价值的工具.
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