College admissions with ties and common quotas: Integer programming approach

Admission to universities is organised in a centralised scheme in Hungary. In this paper we investigate two major specialities of this application: ties and common quotas. A tie occur when some students have the same score at a programme. If not enough seats are available for the last tied group of...

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Vydáno v:European journal of operational research Ročník 299; číslo 2; s. 722 - 734
Hlavní autoři: Ágoston, Kolos Csaba, Biró, Péter, Kováts, Endre, Jankó, Zsuzsanna
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier B.V 01.06.2022
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ISSN:0377-2217, 1872-6860
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Abstract Admission to universities is organised in a centralised scheme in Hungary. In this paper we investigate two major specialities of this application: ties and common quotas. A tie occur when some students have the same score at a programme. If not enough seats are available for the last tied group of applicants at a programme then there are three reasonable policies used in practice: 1) all must be rejected, as in Hungary 2) all can be accepted, as in Chile 3) a lottery decides which students are accepted from this group, as in Ireland. Even though student-optimal stable matchings can be computed efficiently for each of the above three cases, we developed (mixed) integer programming (IP) formulations for solving these problems, and compared the solutions obtained by the three policies for a real instance of the Hungarian application from 2008. In the case of Hungary common quotas arise from the faculty quotas imposed on their programmes and from the national quotas set for state-financed students in each subject. The overlapping structure of common quotas makes the computational problem of finding a stable solution NP-hard, even for strict rankings. In the case of ties and common quotas we propose two reasonable stable solution concepts for the Hungarian and Chilean policies. We developed (mixed) IP formulations for solving these stable matching problems and tested their performance on the large scale real instance from 2008 and also for one from 2009 under two different assumptions. We demonstrate that the most general case is also solvable in practice by IP technique.
AbstractList Admission to universities is organised in a centralised scheme in Hungary. In this paper we investigate two major specialities of this application: ties and common quotas. A tie occur when some students have the same score at a programme. If not enough seats are available for the last tied group of applicants at a programme then there are three reasonable policies used in practice: 1) all must be rejected, as in Hungary 2) all can be accepted, as in Chile 3) a lottery decides which students are accepted from this group, as in Ireland. Even though student-optimal stable matchings can be computed efficiently for each of the above three cases, we developed (mixed) integer programming (IP) formulations for solving these problems, and compared the solutions obtained by the three policies for a real instance of the Hungarian application from 2008. In the case of Hungary common quotas arise from the faculty quotas imposed on their programmes and from the national quotas set for state-financed students in each subject. The overlapping structure of common quotas makes the computational problem of finding a stable solution NP-hard, even for strict rankings. In the case of ties and common quotas we propose two reasonable stable solution concepts for the Hungarian and Chilean policies. We developed (mixed) IP formulations for solving these stable matching problems and tested their performance on the large scale real instance from 2008 and also for one from 2009 under two different assumptions. We demonstrate that the most general case is also solvable in practice by IP technique.
Author Biró, Péter
Jankó, Zsuzsanna
Kováts, Endre
Ágoston, Kolos Csaba
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Cites_doi 10.1016/j.jet.2016.12.006
10.1257/000282805774670167
10.1016/j.ejor.2019.03.017
10.1086/261272
10.1007/s10878-016-0085-x
10.1016/j.tcs.2010.05.005
10.3390/a7010032
10.1016/j.orp.2018.01.003
10.1257/aer.p20171047
10.2139/ssrn.2478998
10.1007/s00182-005-0215-7
10.1257/aer.89.4.748
10.1016/j.geb.2016.03.003
10.1257/aer.20130929
10.1007/s101070050004
10.1016/j.ejor.2009.06.009
10.1016/j.ejor.2016.12.011
10.1007/s10100-013-0320-9
10.1257/aer.20101552
10.1016/j.ejor.2005.09.014
10.1145/3328526.3329620
10.1016/j.jet.2014.03.004
10.1016/j.ejor.2019.09.006
10.1007/s00453-009-9386-0
10.1007/s00453-018-0493-7
10.1257/000282805774669637
10.1086/687476
10.1016/j.geb.2017.12.016
10.1080/00029890.1962.11989827
10.1017/CCOL052139015X
10.1007/s10878-007-9133-x
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Issue 2
Keywords Assignment
Integer programming
College admission
Distributional constraints
Stable matching
Language English
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References Biró, van de Klundert, Manlove (bib0020) 2019; 291
Pentico (bib0045) 2007; 176
Kamada, Kojima (bib0036) 2014; 105
Gonczarowski, Y. A., Kovalio, L., Nisan, N., & Romm, A. (2019). Matching for the Israeli “mechinot” gap-year programs: Handling rich diversity requirements.
Manlove (bib0042) 2013
Biró, P. (2014b). University admission practices - Hungary.
Delorme, García, Gondzio, Kalcsics, Manlove, Pettersson (bib0025) 2019; 277
Roth, A. E., & Sotomayor, M. A. O. (1990). Two-sided matching: a study in game-theoretic modeling and analysis. Cambridge: Econometric Society monographs.
Biró, McBride, Manlove (bib0021) 2014; vol. 8504
Chen, L. (2012). University admission practices Ireland. MiP Country Profile 8.
Ehlers, Hafalir, Yenmez, Yildirim (bib0028) 2014; 153
Roth (bib0048) 1984; 6
Biró, P. (2014a). Matching practices for secondary schools – Hungary.
Azevedo, Leshno (bib0012) 2016; 124
Rios, I., Larroucau, T., Parra, G., & Cominetti, R. (2014). College admissions problem with ties and flexible quotas. Working paper.
Abdulkadiroğlu, Pathak, Roth, Sönmez (bib0004) 2005; 95
Abdulkadiroğlu, A., & Ehlers, L. (2007). Controlled school choice. Working paper.
Biró (bib0017) 2017
Yokoi (bib0055) 2020; 82
Biró, Fleiner, Irving, Manlove (bib0018) 2010; 411
accessed on 23 August.
Garg, Kavitha, Kumar, Mehlhorn, Mestre (bib0032) 2010; 58
Goto, Kojima, Kurata, Tamura, Yokoo (bib0034) 2017; 9
Abdulkadiroğlu, Pathak, Roth (bib0003) 2005; 95
Irving, Manlove (bib0035) 2008; 16
Ágoston, Biró, Szántó (bib0008) 2018; 5
Aygün, O., & Bo, I. (2013). College admission with multidimensional reserves: The Brazilian affirmative action case. Working paper.
Baïou, Balinski (bib0013) 2000; 87
Echenique, Yenmez (bib0027) 2015; 105
Gale, Shapley (bib0031) 1962; 69
Ágoston, Biró (bib0005) 2017
Cao, Fragniére, Gautier, Sapin, Widmer (bib0023) 2010; 202
Diebold, Bichler (bib0026) 2017; 260
.
Sönmez, T., & Yenmez, B. (2019b). Constitutional implementation of vertical and horizontal reservations in India: A unified mechanism for civil service allocation and college admissions. Working paper.
Biró, Kiselgof (bib0019) 2015; 23
Fleiner, Jankó (bib0030) 2014; 7
Kamada, Kojima (bib0037) 2017; 107
Kamada, Kojima (bib0038) 2017; 168
Ágoston, Biró, McBride (bib0007) 2016; 32
Baswana, Chakrabarti, Chandran, Kanoria, Patange (bib0014) 2019
Kwanashie, Manlove (bib0041) 2014
Roth, Peranson (bib0050) 1999; 89
Bo (bib0022) 2016; 97
Abdulkadiroğlu (bib0001) 2005; 33
Wu, Roth (bib0054) 2018; 109
Sönmez, T., & Yenmez, B. (2019a). Affirmative action in india via vertical and horizontal reservations. Working paper.
10.1016/j.ejor.2021.08.033_bib0002
10.1016/j.ejor.2021.08.033_bib0024
10.1016/j.ejor.2021.08.033_bib0046
Kamada (10.1016/j.ejor.2021.08.033_bib0036) 2014; 105
Abdulkadiroğlu (10.1016/j.ejor.2021.08.033_bib0003) 2005; 95
Biró (10.1016/j.ejor.2021.08.033_bib0021) 2014; vol. 8504
Yokoi (10.1016/j.ejor.2021.08.033_bib0055) 2020; 82
Biró (10.1016/j.ejor.2021.08.033_bib0019) 2015; 23
Abdulkadiroğlu (10.1016/j.ejor.2021.08.033_bib0001) 2005; 33
Baïou (10.1016/j.ejor.2021.08.033_bib0013) 2000; 87
Gale (10.1016/j.ejor.2021.08.033_bib0031) 1962; 69
Kwanashie (10.1016/j.ejor.2021.08.033_bib0041) 2014
Ehlers (10.1016/j.ejor.2021.08.033_bib0028) 2014; 153
Irving (10.1016/j.ejor.2021.08.033_bib0035) 2008; 16
Echenique (10.1016/j.ejor.2021.08.033_bib0027) 2015; 105
Wu (10.1016/j.ejor.2021.08.033_bib0054) 2018; 109
Ágoston (10.1016/j.ejor.2021.08.033_bib0007) 2016; 32
Baswana (10.1016/j.ejor.2021.08.033_bib0014) 2019
Bo (10.1016/j.ejor.2021.08.033_bib0022) 2016; 97
Manlove (10.1016/j.ejor.2021.08.033_bib0042) 2013
Azevedo (10.1016/j.ejor.2021.08.033_bib0012) 2016; 124
Abdulkadiroğlu (10.1016/j.ejor.2021.08.033_bib0004) 2005; 95
10.1016/j.ejor.2021.08.033_bib0016
10.1016/j.ejor.2021.08.033_bib0015
Roth (10.1016/j.ejor.2021.08.033_bib0048) 1984; 6
10.1016/j.ejor.2021.08.033_bib0033
Ágoston (10.1016/j.ejor.2021.08.033_bib0005) 2017
10.1016/j.ejor.2021.08.033_bib0010
Fleiner (10.1016/j.ejor.2021.08.033_bib0030) 2014; 7
Roth (10.1016/j.ejor.2021.08.033_bib0050) 1999; 89
Pentico (10.1016/j.ejor.2021.08.033_bib0045) 2007; 176
Biró (10.1016/j.ejor.2021.08.033_bib0018) 2010; 411
Cao (10.1016/j.ejor.2021.08.033_bib0023) 2010; 202
Diebold (10.1016/j.ejor.2021.08.033_bib0026) 2017; 260
Garg (10.1016/j.ejor.2021.08.033_bib0032) 2010; 58
Kamada (10.1016/j.ejor.2021.08.033_bib0037) 2017; 107
10.1016/j.ejor.2021.08.033_bib0053
Biró (10.1016/j.ejor.2021.08.033_bib0020) 2019; 291
10.1016/j.ejor.2021.08.033_bib0052
Delorme (10.1016/j.ejor.2021.08.033_bib0025) 2019; 277
10.1016/j.ejor.2021.08.033_bib0051
Goto (10.1016/j.ejor.2021.08.033_bib0034) 2017; 9
Kamada (10.1016/j.ejor.2021.08.033_bib0038) 2017; 168
Biró (10.1016/j.ejor.2021.08.033_sbref0017) 2017
Ágoston (10.1016/j.ejor.2021.08.033_bib0008) 2018; 5
References_xml – volume: 124
  start-page: 1235
  year: 2016
  end-page: 1268
  ident: bib0012
  article-title: A supply and demand framework for two-sided matching markets
  publication-title: Journal of Political Economy
– volume: 32
  start-page: 1371
  year: 2016
  end-page: 1399
  ident: bib0007
  article-title: Integer programming methods for special college admissions problems
  publication-title: Journal of Combinatorial Optimization
– reference: Biró, P. (2014b). University admission practices - Hungary.
– volume: 97
  start-page: 54
  year: 2016
  end-page: 63
  ident: bib0022
  article-title: Fair implementation of diversity in school choice
  publication-title: Games and Economic Behavior
– volume: 58
  start-page: 119
  year: 2010
  end-page: 136
  ident: bib0032
  article-title: Assigning papers to referees
  publication-title: Algorithmica
– volume: 277
  start-page: 426
  year: 2019
  end-page: 441
  ident: bib0025
  article-title: Mathematical models for stable matching problems with ties and incomplete lists
  publication-title: European Journal of Operational Research
– volume: 105
  start-page: 67
  year: 2014
  end-page: 99
  ident: bib0036
  article-title: Efficient matching under distributional constraints: Theory and applications
  publication-title: American Economic Review
– volume: 168
  start-page: 107
  year: 2017
  end-page: 142
  ident: bib0038
  article-title: Stability concepts in matching under distributional constraints
  publication-title: Journal of Economic Theory
– volume: 6
  start-page: 991
  year: 1984
  end-page: 1016
  ident: bib0048
  article-title: The evolution of the labor market for medical interns and residents: A case study in game theory
  publication-title: Journal of Political Economy
– volume: vol. 8504
  start-page: 10
  year: 2014
  end-page: 21
  ident: bib0021
  article-title: The hospitals/residents problem with couples: Complexity and integer programming models
  publication-title: Proceedings of SEA 2014: the 13th international symposium on experimental algorithms
– reference: Gonczarowski, Y. A., Kovalio, L., Nisan, N., & Romm, A. (2019). Matching for the Israeli “mechinot” gap-year programs: Handling rich diversity requirements.
– year: 2013
  ident: bib0042
  article-title: Algorithms of matching under preferences
– reference: Roth, A. E., & Sotomayor, M. A. O. (1990). Two-sided matching: a study in game-theoretic modeling and analysis. Cambridge: Econometric Society monographs.
– volume: 33
  start-page: 535
  year: 2005
  end-page: 549
  ident: bib0001
  article-title: College admissions with affirmative action
  publication-title: International Journal of Game Theory
– volume: 153
  start-page: 648
  year: 2014
  end-page: 683
  ident: bib0028
  article-title: School choice with controlled choice constraints: Hard bounds versus soft bounds
  publication-title: Journal of Economic Theory
– reference: Rios, I., Larroucau, T., Parra, G., & Cominetti, R. (2014). College admissions problem with ties and flexible quotas. Working paper.
– volume: 89
  start-page: 748
  year: 1999
  end-page: 780
  ident: bib0050
  article-title: The redesign of the matching market for american physicians: Some engineering aspects of economic design
  publication-title: American Economic Review
– volume: 16
  start-page: 279
  year: 2008
  end-page: 292
  ident: bib0035
  article-title: Approximation algorithms for hard variants of the stable marriage and hospitals/residents problems
  publication-title: Journal of Combinatorial Optimization
– start-page: 323
  year: 2019
  end-page: 324
  ident: bib0014
  article-title: Centralized admissions for engineering colleges in India
  publication-title: Proceedings of EC-2019: the 2019 ACM conference on economics and computation
– volume: 202
  start-page: 547
  year: 2010
  end-page: 553
  ident: bib0023
  article-title: Optimizing the marriage market: An application of the linear assignment model
  publication-title: European Journal of Operational Research
– reference: Sönmez, T., & Yenmez, B. (2019b). Constitutional implementation of vertical and horizontal reservations in India: A unified mechanism for civil service allocation and college admissions. Working paper.
– reference: Abdulkadiroğlu, A., & Ehlers, L. (2007). Controlled school choice. Working paper.
– reference: Chen, L. (2012). University admission practices Ireland. MiP Country Profile 8.
– reference: , accessed on 23 August.
– reference: Aygün, O., & Bo, I. (2013). College admission with multidimensional reserves: The Brazilian affirmative action case. Working paper.
– start-page: 516
  year: 2017
  end-page: 522
  ident: bib0005
  article-title: Modelling preference ties and equal treatment policy
  publication-title: Proceedings of ECMS 2017: 31st European conference on modelling and simulation
– volume: 107
  start-page: 200
  year: 2017
  end-page: 204
  ident: bib0037
  article-title: Recent developments in matching with constraints
  publication-title: American Economic Review
– start-page: 345
  year: 2017
  end-page: 373
  ident: bib0017
  article-title: Applications of matching models under preferences
  publication-title: Trends in computational social choice
– volume: 176
  start-page: 774
  year: 2007
  end-page: 793
  ident: bib0045
  article-title: Assignment problems: A golden anniversary survey
  publication-title: European Journal of Operational Research
– volume: 82
  start-page: 188
  year: 2020
  end-page: 211
  ident: bib0055
  article-title: Envy-free matchings with lower quotas
  publication-title: Algorithmica
– reference: Biró, P. (2014a). Matching practices for secondary schools – Hungary.
– volume: 23
  start-page: 727
  year: 2015
  end-page: 741
  ident: bib0019
  article-title: College admissions with stable score-limit
  publication-title: Central European Journal of Operations Research
– volume: 95
  start-page: 368
  year: 2005
  end-page: 371
  ident: bib0004
  article-title: The Boston public school match
  publication-title: American Economic Review, Papers and Proceedings
– volume: 260
  start-page: 268
  year: 2017
  end-page: 282
  ident: bib0026
  article-title: Matching with indifferences: A comparison of algorithms in the context of course allocation
  publication-title: European Journal of Operational Research
– volume: 7
  start-page: 32
  year: 2014
  end-page: 59
  ident: bib0030
  article-title: Choice function-based two-sided markets: Stability, lattice property, path independence and algorithms
  publication-title: Algorithms
– reference: .
– volume: 109
  start-page: 201
  year: 2018
  end-page: 211
  ident: bib0054
  article-title: The lattice of envy-free matchings
  publication-title: Games and Economic Behavior
– volume: 87
  start-page: 427
  year: 2000
  end-page: 439
  ident: bib0013
  article-title: The stable admissions polytope
  publication-title: Mathematical Programming
– volume: 9
  start-page: 226-262
  year: 2017
  ident: bib0034
  article-title: Designing matching mechanisms under general distributional constraints
  publication-title: American Economic Journal: Microeconomics
– volume: 105
  start-page: 2679
  year: 2015
  end-page: 2694
  ident: bib0027
  article-title: How to control controlled school choice
  publication-title: American Economic Review
– volume: 95
  start-page: 364
  year: 2005
  end-page: 367
  ident: bib0003
  article-title: The New York City high school match
  publication-title: American Economic Review, Papers and Proceedings
– volume: 291
  start-page: 447
  year: 2019
  end-page: 456
  ident: bib0020
  article-title: Modelling and optimisation in European kidney exchange programmes
  publication-title: European Journal of Operational Research
– volume: 69
  start-page: 9
  year: 1962
  end-page: 15
  ident: bib0031
  article-title: College admissions and the stability of marriage
  publication-title: American Mathematical Monthly
– volume: 5
  start-page: 59
  year: 2018
  end-page: 68
  ident: bib0008
  article-title: Stable project allocation under distributional constraints
  publication-title: Operations Research Perspectives
– volume: 411
  start-page: 3136
  year: 2010
  end-page: 3153
  ident: bib0018
  article-title: The college admissions problem with lower and common quotas
  publication-title: Theoretical Computer Science
– start-page: 263
  year: 2014
  end-page: 269
  ident: bib0041
  article-title: An integer programming approach to the hospitals/residents problem with ties
  publication-title: Proceedings of OR 2013: the international conference on operations research
– reference: Sönmez, T., & Yenmez, B. (2019a). Affirmative action in india via vertical and horizontal reservations. Working paper.
– volume: 168
  start-page: 107
  year: 2017
  ident: 10.1016/j.ejor.2021.08.033_bib0038
  article-title: Stability concepts in matching under distributional constraints
  publication-title: Journal of Economic Theory
  doi: 10.1016/j.jet.2016.12.006
– volume: 95
  start-page: 364
  issue: 2
  year: 2005
  ident: 10.1016/j.ejor.2021.08.033_bib0003
  article-title: The New York City high school match
  publication-title: American Economic Review, Papers and Proceedings
  doi: 10.1257/000282805774670167
– volume: 277
  start-page: 426
  issue: 2
  year: 2019
  ident: 10.1016/j.ejor.2021.08.033_bib0025
  article-title: Mathematical models for stable matching problems with ties and incomplete lists
  publication-title: European Journal of Operational Research
  doi: 10.1016/j.ejor.2019.03.017
– ident: 10.1016/j.ejor.2021.08.033_bib0016
– volume: 6
  start-page: 991
  issue: 4
  year: 1984
  ident: 10.1016/j.ejor.2021.08.033_bib0048
  article-title: The evolution of the labor market for medical interns and residents: A case study in game theory
  publication-title: Journal of Political Economy
  doi: 10.1086/261272
– volume: 32
  start-page: 1371
  issue: 4
  year: 2016
  ident: 10.1016/j.ejor.2021.08.033_bib0007
  article-title: Integer programming methods for special college admissions problems
  publication-title: Journal of Combinatorial Optimization
  doi: 10.1007/s10878-016-0085-x
– volume: 411
  start-page: 3136
  year: 2010
  ident: 10.1016/j.ejor.2021.08.033_bib0018
  article-title: The college admissions problem with lower and common quotas
  publication-title: Theoretical Computer Science
  doi: 10.1016/j.tcs.2010.05.005
– volume: vol. 8504
  start-page: 10
  year: 2014
  ident: 10.1016/j.ejor.2021.08.033_bib0021
  article-title: The hospitals/residents problem with couples: Complexity and integer programming models
– start-page: 516
  year: 2017
  ident: 10.1016/j.ejor.2021.08.033_bib0005
  article-title: Modelling preference ties and equal treatment policy
– volume: 7
  start-page: 32
  issue: 1
  year: 2014
  ident: 10.1016/j.ejor.2021.08.033_bib0030
  article-title: Choice function-based two-sided markets: Stability, lattice property, path independence and algorithms
  publication-title: Algorithms
  doi: 10.3390/a7010032
– ident: 10.1016/j.ejor.2021.08.033_bib0010
– start-page: 323
  year: 2019
  ident: 10.1016/j.ejor.2021.08.033_bib0014
  article-title: Centralized admissions for engineering colleges in India
– volume: 5
  start-page: 59
  year: 2018
  ident: 10.1016/j.ejor.2021.08.033_bib0008
  article-title: Stable project allocation under distributional constraints
  publication-title: Operations Research Perspectives
  doi: 10.1016/j.orp.2018.01.003
– volume: 107
  start-page: 200
  issue: 5
  year: 2017
  ident: 10.1016/j.ejor.2021.08.033_bib0037
  article-title: Recent developments in matching with constraints
  publication-title: American Economic Review
  doi: 10.1257/aer.p20171047
– ident: 10.1016/j.ejor.2021.08.033_bib0046
  doi: 10.2139/ssrn.2478998
– volume: 33
  start-page: 535
  issue: 4
  year: 2005
  ident: 10.1016/j.ejor.2021.08.033_bib0001
  article-title: College admissions with affirmative action
  publication-title: International Journal of Game Theory
  doi: 10.1007/s00182-005-0215-7
– volume: 9
  start-page: 226-262
  issue: 2
  year: 2017
  ident: 10.1016/j.ejor.2021.08.033_bib0034
  article-title: Designing matching mechanisms under general distributional constraints
  publication-title: American Economic Journal: Microeconomics
– volume: 89
  start-page: 748
  year: 1999
  ident: 10.1016/j.ejor.2021.08.033_bib0050
  article-title: The redesign of the matching market for american physicians: Some engineering aspects of economic design
  publication-title: American Economic Review
  doi: 10.1257/aer.89.4.748
– ident: 10.1016/j.ejor.2021.08.033_bib0052
– volume: 97
  start-page: 54
  year: 2016
  ident: 10.1016/j.ejor.2021.08.033_bib0022
  article-title: Fair implementation of diversity in school choice
  publication-title: Games and Economic Behavior
  doi: 10.1016/j.geb.2016.03.003
– ident: 10.1016/j.ejor.2021.08.033_bib0002
– volume: 105
  start-page: 2679
  issue: 8
  year: 2015
  ident: 10.1016/j.ejor.2021.08.033_bib0027
  article-title: How to control controlled school choice
  publication-title: American Economic Review
  doi: 10.1257/aer.20130929
– volume: 87
  start-page: 427
  issue: 3
  year: 2000
  ident: 10.1016/j.ejor.2021.08.033_bib0013
  article-title: The stable admissions polytope
  publication-title: Mathematical Programming
  doi: 10.1007/s101070050004
– volume: 202
  start-page: 547
  issue: 2
  year: 2010
  ident: 10.1016/j.ejor.2021.08.033_bib0023
  article-title: Optimizing the marriage market: An application of the linear assignment model
  publication-title: European Journal of Operational Research
  doi: 10.1016/j.ejor.2009.06.009
– volume: 260
  start-page: 268
  issue: 1
  year: 2017
  ident: 10.1016/j.ejor.2021.08.033_bib0026
  article-title: Matching with indifferences: A comparison of algorithms in the context of course allocation
  publication-title: European Journal of Operational Research
  doi: 10.1016/j.ejor.2016.12.011
– volume: 23
  start-page: 727
  issue: 4
  year: 2015
  ident: 10.1016/j.ejor.2021.08.033_bib0019
  article-title: College admissions with stable score-limit
  publication-title: Central European Journal of Operations Research
  doi: 10.1007/s10100-013-0320-9
– volume: 105
  start-page: 67
  issue: 1
  year: 2014
  ident: 10.1016/j.ejor.2021.08.033_bib0036
  article-title: Efficient matching under distributional constraints: Theory and applications
  publication-title: American Economic Review
  doi: 10.1257/aer.20101552
– volume: 176
  start-page: 774
  year: 2007
  ident: 10.1016/j.ejor.2021.08.033_bib0045
  article-title: Assignment problems: A golden anniversary survey
  publication-title: European Journal of Operational Research
  doi: 10.1016/j.ejor.2005.09.014
– ident: 10.1016/j.ejor.2021.08.033_bib0033
  doi: 10.1145/3328526.3329620
– volume: 153
  start-page: 648
  year: 2014
  ident: 10.1016/j.ejor.2021.08.033_bib0028
  article-title: School choice with controlled choice constraints: Hard bounds versus soft bounds
  publication-title: Journal of Economic Theory
  doi: 10.1016/j.jet.2014.03.004
– volume: 291
  start-page: 447
  issue: 2
  year: 2019
  ident: 10.1016/j.ejor.2021.08.033_bib0020
  article-title: Modelling and optimisation in European kidney exchange programmes
  publication-title: European Journal of Operational Research
  doi: 10.1016/j.ejor.2019.09.006
– volume: 58
  start-page: 119
  issue: 1
  year: 2010
  ident: 10.1016/j.ejor.2021.08.033_bib0032
  article-title: Assigning papers to referees
  publication-title: Algorithmica
  doi: 10.1007/s00453-009-9386-0
– volume: 82
  start-page: 188
  year: 2020
  ident: 10.1016/j.ejor.2021.08.033_bib0055
  article-title: Envy-free matchings with lower quotas
  publication-title: Algorithmica
  doi: 10.1007/s00453-018-0493-7
– volume: 95
  start-page: 368
  issue: 2
  year: 2005
  ident: 10.1016/j.ejor.2021.08.033_bib0004
  article-title: The Boston public school match
  publication-title: American Economic Review, Papers and Proceedings
  doi: 10.1257/000282805774669637
– start-page: 345
  year: 2017
  ident: 10.1016/j.ejor.2021.08.033_sbref0017
  article-title: Applications of matching models under preferences
– ident: 10.1016/j.ejor.2021.08.033_bib0015
– volume: 124
  start-page: 1235
  issue: 5
  year: 2016
  ident: 10.1016/j.ejor.2021.08.033_bib0012
  article-title: A supply and demand framework for two-sided matching markets
  publication-title: Journal of Political Economy
  doi: 10.1086/687476
– volume: 109
  start-page: 201
  year: 2018
  ident: 10.1016/j.ejor.2021.08.033_bib0054
  article-title: The lattice of envy-free matchings
  publication-title: Games and Economic Behavior
  doi: 10.1016/j.geb.2017.12.016
– start-page: 263
  year: 2014
  ident: 10.1016/j.ejor.2021.08.033_bib0041
  article-title: An integer programming approach to the hospitals/residents problem with ties
– ident: 10.1016/j.ejor.2021.08.033_bib0053
– volume: 69
  start-page: 9
  issue: 1
  year: 1962
  ident: 10.1016/j.ejor.2021.08.033_bib0031
  article-title: College admissions and the stability of marriage
  publication-title: American Mathematical Monthly
  doi: 10.1080/00029890.1962.11989827
– ident: 10.1016/j.ejor.2021.08.033_bib0051
  doi: 10.1017/CCOL052139015X
– ident: 10.1016/j.ejor.2021.08.033_bib0024
– year: 2013
  ident: 10.1016/j.ejor.2021.08.033_bib0042
– volume: 16
  start-page: 279
  issue: 3
  year: 2008
  ident: 10.1016/j.ejor.2021.08.033_bib0035
  article-title: Approximation algorithms for hard variants of the stable marriage and hospitals/residents problems
  publication-title: Journal of Combinatorial Optimization
  doi: 10.1007/s10878-007-9133-x
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Snippet Admission to universities is organised in a centralised scheme in Hungary. In this paper we investigate two major specialities of this application: ties and...
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SubjectTerms Assignment
College admission
Distributional constraints
Integer programming
Stable matching
Title College admissions with ties and common quotas: Integer programming approach
URI https://dx.doi.org/10.1016/j.ejor.2021.08.033
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