Authors
Richard Allmendinger, Matthias Ehrgott, Xavier Gandibleux, Martin Josef Geiger, Kathrin Klamroth, Mariano Luque
Publication date
2017/1
Journal
Journal of Multi‐Criteria Decision Analysis
Volume
24
Issue
1-2
Pages
57-70
Description
Building on previous work of the authors, this paper formally defines and reviews the first approach, referred to as navigation, towards a common understanding of search and decision‐making strategies to identify the most preferred solution among the Pareto set for a multiobjective optimization problem. In navigation methods, the decision maker interactively learns about the problem, whereas the decision support system learns about the preferences of the decision maker. This work introduces a detailed view on navigation leading to the identification of integral components and features. A number of different existing navigation methods are reviewed and characterized. Finally, an overview of applications involving navigation is given, and promising future research direction are discussed.
Scholar articles
R Allmendinger, M Ehrgott, X Gandibleux, MJ Geiger… - Journal of Multi‐Criteria Decision Analysis, 2017