Decision-making and performance measurement models with applications to robot selection

作者: Celik Parkan , Ming-Lu Wu

DOI: 10.1016/S0360-8352(99)00146-1

关键词: Process (engineering)EngineeringPerformance measurementTOPSISOperations researchQuality (business)RobotSelection (genetic algorithm)Utility modelData envelopment analysis

摘要: Abstract Many advanced manufacturers use robots extensively to perform repetitious, difficult, and hazardous tasks with precision. Robots improve quality productivity dramatically if deployed properly. The process of selecting the most suitable robot among many alternatives involves robots' performance in a number key areas. Various quantitative methods have been proposed as an aid selection decision on choice robots. This paper demonstrates compares some current multi-attribute decision-making (MADM) measurement through problem borrowed from Khouja (Khouja M. data envelopment analysis for technology selection. Comput Ind Eng 1995;28:123–132). Particular emphasis is placed procedure called operational competitiveness rating (OCRA) MADM tool technique order preference by similarity ideal solution (TOPSIS). A rank-correlation test shows that considered produce similar rankings final made basis obtained averaging results OCRA, TOPSIS, utility model.

参考文章(21)
W. Krelle, C. L. Hwang, Martin J. Beckmann, Shu-Jen J. Chen, Multiple Attribute Decision Making: Methods and Applications ,(1981)
Kwangsun Yoon, C. L. Hwang, Multiple attribute decision making : an introduction Sage Publications. ,(1995)
Celik Parkan, Ming-Lu Wu, Measurement of the performance of an investment bank using the operational competitiveness rating procedure Omega-international Journal of Management Science. ,vol. 27, pp. 201- 217 ,(1999) , 10.1016/S0305-0483(98)00041-3
O.L. Chau, Celik Parkan, Selection of a manufacturing process with multiple attributes: A case study Journal of Engineering and Technology Management. ,vol. 12, pp. 219- 237 ,(1995) , 10.1016/0923-4748(95)00011-7
C Parkan, K Lam, G Hang, Operational competitiveness analysis on software development Journal of the Operational Research Society. ,vol. 48, pp. 892- 905 ,(1997) , 10.1057/PALGRAVE.JORS.2600446
Celik Parkan, Operational competitiveness ratings of production units Managerial and Decision Economics. ,vol. 15, pp. 201- 221 ,(1994) , 10.1002/MDE.4090150303
Chon-Huat Goh, Yung-Chin Alex Tung, Chun-Hung Cheng, A revised weighted sum decision model for robot selection Computers & Industrial Engineering. ,vol. 30, pp. 193- 199 ,(1996) , 10.1016/0360-8352(95)00167-0