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Genetic Algorithm for Distance Balancing in Set Partitioning Problems

Year 2012, Volume: 41 Issue: 1, 0 - , 22.10.2012

Abstract

In this study balancing is taken into consideration in formation of groups according to total travel distance as a set partitioning problem (SPP). Fitness functions that can test imbalance are proposed and mathematical models including these fitness functions are presented. In order to make balanced groupings, four different fitness functions are used. First model aims to minimize total travel distance. Other two models are used for balancing and the last one constitutes a precedent as a multi-objective decision making problem. Genetic Algorithms (GAs) which is a meta-heuristic technique is used for the solution of the proposed models. Data is taken from the study of Akyurt et al. [1] and is used for balanced groupings in Football Leagues. Different groups are formed according to these models; effects of the results are examined among themselves and compared with the current situation. Additionally, all results are displayed on the maps.


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Year 2012, Volume: 41 Issue: 1, 0 - , 22.10.2012

Abstract

There are 0 citations in total.

Details

Primary Language Turkish
Journal Section Makaleler
Authors

Serap Kiremitçi This is me

İbrahim Akyurt This is me

Publication Date October 22, 2012
Published in Issue Year 2012 Volume: 41 Issue: 1

Cite

APA Kiremitçi, S., & Akyurt, İ. (2012). Genetic Algorithm for Distance Balancing in Set Partitioning Problems. İstanbul Üniversitesi İşletme Fakültesi Dergisi, 41(1).
AMA Kiremitçi S, Akyurt İ. Genetic Algorithm for Distance Balancing in Set Partitioning Problems. İstanbul Üniversitesi İşletme Fakültesi Dergisi. October 2012;41(1).
Chicago Kiremitçi, Serap, and İbrahim Akyurt. “Genetic Algorithm for Distance Balancing in Set Partitioning Problems”. İstanbul Üniversitesi İşletme Fakültesi Dergisi 41, no. 1 (October 2012).
EndNote Kiremitçi S, Akyurt İ (October 1, 2012) Genetic Algorithm for Distance Balancing in Set Partitioning Problems. İstanbul Üniversitesi İşletme Fakültesi Dergisi 41 1
IEEE S. Kiremitçi and İ. Akyurt, “Genetic Algorithm for Distance Balancing in Set Partitioning Problems”, İstanbul Üniversitesi İşletme Fakültesi Dergisi, vol. 41, no. 1, 2012.
ISNAD Kiremitçi, Serap - Akyurt, İbrahim. “Genetic Algorithm for Distance Balancing in Set Partitioning Problems”. İstanbul Üniversitesi İşletme Fakültesi Dergisi 41/1 (October 2012).
JAMA Kiremitçi S, Akyurt İ. Genetic Algorithm for Distance Balancing in Set Partitioning Problems. İstanbul Üniversitesi İşletme Fakültesi Dergisi. 2012;41.
MLA Kiremitçi, Serap and İbrahim Akyurt. “Genetic Algorithm for Distance Balancing in Set Partitioning Problems”. İstanbul Üniversitesi İşletme Fakültesi Dergisi, vol. 41, no. 1, 2012.
Vancouver Kiremitçi S, Akyurt İ. Genetic Algorithm for Distance Balancing in Set Partitioning Problems. İstanbul Üniversitesi İşletme Fakültesi Dergisi. 2012;41(1).