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http://hdl.handle.net/1942/29611
Title: | Studying the influence of algorithmic parameters and instance characteristics on the performance of a multiobjective algorithm using the Promethee method | Authors: | Janssens, Jochen Sorensen, Kenneth JANSSENS, Gerrit K. |
Issue Date: | 2019 | Publisher: | TAYLOR & FRANCIS INC | Source: | CYBERNETICS AND SYSTEMS, 50(5), p. 444-464 | Abstract: | A method is proposed to analyze the effect of the algorithmic parameters and instance characteristics on the quality of a Pareto front produced by a multiobjective algorithm. This method is applied to a variable neighborhood tabu search that is used to solve a multiobjective microzone-based vehicle routing problem. Our method can accommodate many different performance indices for Pareto fronts and uses the Promethee multicriteria decision analysis method to select the best configuration based on the characteristics of the instance being solved. | Notes: | [Janssens, Jochen; Sorensen, Kenneth] Univ Antwerp, Univ Antwerp Operat Res Grp ANT OR, Dept Engn Management, Fac Business & Econ, Antwerp, Belgium. [Janssens, Gerrit K.] Univ Hasselt, Res Grp Logist, Fac Business Econ, Diepenbeek, Belgium. | Keywords: | GDSS; multicriteria decision making; Promethee;GDSS; multicriteria decision making; Promethee | Document URI: | http://hdl.handle.net/1942/29611 | ISSN: | 0196-9722 | e-ISSN: | 1087-6553 | DOI: | 10.1080/01969722.2019.1598705 | ISI #: | 000471787000003 | Category: | A1 | Type: | Journal Contribution | Validations: | ecoom 2020 |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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janssens2019.pdf Restricted Access | Published version | 2.38 MB | Adobe PDF | View/Open Request a copy |
promethee.pdf | Peer-reviewed author version | 2.21 MB | Adobe PDF | View/Open |
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