An interactive method to multiresponse surface optimization based on pairwise comparisons

Date

2012-01-01

Author

Lee, Dong-Hee
Kim, Kwang-Jae
Köksalan, Mustafa Murat

Metadata

Show full item record

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Item Usage Stats

130
views

0
downloads

In Multi-Response Surface Optimization (MRSO), responses are often in conflict. To obtain a satisfactory compromise, the preference information of a Decision Maker (DM) on the trade-offs among the responses should be incorporated into the problem. Most existing methods employ preference parameters to incorporate the DM's subjective judgment on the responses. The preference parameter values are specified in advance or adjusted in an interactive manner. However, it is often difficult to specify or adjust the preference parameter values that are representative of the DM's preference structure without use of a systematic method. An interactive method for MRSO is developed in this article in which the DM provides preference information in the form of pairwise comparisons. The results of these comparisons are used to estimate the preference parameter values in an interactive manner. The required preference information is relevant and therefore easy for the DM to provide. The method is effective in that a highly satisfactory solution for the DM can be obtained through a few pairwise comparisons, regardless of the type of the DM's utility function, in the problems solved in this work.

Subject Keywords

Industrial and Manufacturing Engineering

URI

https://hdl.handle.net/11511/57111

Journal

IIE TRANSACTIONS

DOI

https://doi.org/10.1080/0740817x.2011.564604

Collections

Department of Industrial Engineering, Article

Suggestions

OpenMETU
Core

A posterior preference articulation approach to multiresponse surface optimization Lee, Dong-Hee; Kim, Kwang-Jae; Köksalan, Mustafa Murat (2011-04-16) In multiresponse surface optimization (MRSO), responses are often in conflict. To obtain a satisfactory compromise, the preference information of a decision maker (DM) on the tradeoffs among the responses should be incorporated into the problem. In most existing work, the DM expresses a subjective judgment on the responses through a preference parameter before the problem-solving process, after which a single solution is obtained. In this study, we propose a posterior preference articulation approach to MRS...
A closed-form approach for identification of dynamical contact parameters in spindle-holder-tool assemblies Özşahin, Orkun; Özgüven, Hasan Nevzat (Elsevier BV, 2009-01-01) Accurate identification of contact dynamics is very crucial in predicting the dynamic behavior and chatter stability of spindle-tool assemblies in machining centers. it is well known that the stability lobe diagrams used for predicting regenerative chatter vibrations can be obtained from the tool point frequency response function (FRF) of the system. As previously shown by the authors, contact dynamics at the spindle-holder and holder-tool interfaces as well as the dynamics of bearings affect the tool point...
A lagrangean heuristic for the two-stage modular capacitated facility location problem Sevinç, Selim; Meral, Fatma Sedef; Department of Industrial Engineering (2008) In this study, a Lagrangean heuristic based on Lagrangean relaxation and subgradient optimization is proposed for the two-stage modular capacitated facility location problem. The objective is to minimize the cost of locating and operating plants and warehouses, plus the cost of transporting goods at both echelons to satisfy the demand of customers. The difference of our study from the two-stage capacitated facility location problem is the existence of multiple capacity levels as a candidate for each plant i...
Analysis of a deterministic demand production/inventory system under nonstationary supply uncertainty Gullu, R; Onol, E; Erkip, N (Informa UK Limited, 1997-08-01) In this article we investigate a periodic review inventory model under deterministic dynamic demand and supply unavailability. In a given period, supply is either available or completely unavailable with given probabilities. Supply unavailability probabilities are nonstationary over time. We show the optimality of an order-up-to level policy, and obtain a newsboy-like formula that determines the optimal order-up-to levels. Our formula would provide guidence as to the appropriate amount of inventory to stock...
A probabilistic approach to multi criteria sorting problem Buğdacı, Aslı Gül; Köksalan, Murat; Department of Industrial Engineering (2009) We aim to classify alternatives evaluated in multiple criteria among preference ordered classes assuming an underlying additive utility function. We develop a probabilistic classification method by calculating the probability of an alternative being in each class. We assign alternatives to classes based on threshold probabilities. We require the decision maker to place an alternative to a class when no alternatives satisfy the required thresholds. We find new probabilities for unassigned alternatives in the...

Citation Formats

D.-H. Lee, K.-J. Kim, and M. M. Köksalan, “An interactive method to multiresponse surface optimization based on pairwise comparisons,” IIE TRANSACTIONS, pp. 13–26, 2012, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/57111.