|Authors:||Sonja Kuhnt, Nikolaus Rudak|
|Title:||Simultaneous Optimization of Multiple Responses with the R Package JOP|
|Abstract:||A joint optimization plot, shortly JOP, graphically displays the result of a loss function based robust parameter design for multiple responses. Different importance of reaching a target value can be assigned to the individual responses by weights. The JOP method simultaneously runs through a whole range of possible weights. For each weight matrix a parameter setting is derived which minimizes the estimated expected loss. The joint optimization plot displays these settings together with corresponding expected values and standard deviations of the response variable. The R package JOP provides all tools necessary to apply the JOP approach to a given data set. It also returns parameter settings for a desirable compromise of achieved expected responses chosen from the plot.|
Page views:: 3746. Submitted: 2011-12-07. Published: 2013-09-08.
Simultaneous Optimization of Multiple Responses with the R Package JOP
This work is licensed under the licenses
Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.