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Erschienen in: OR Spectrum 2/2019

19.11.2018 | Regular Article

Capacitated ring arborescence problems with profits

verfasst von: Alessandro Hill, Roberto Baldacci, Edna Ayako Hoshino

Erschienen in: OR Spectrum | Ausgabe 2/2019

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Abstract

In this work, we introduce profit-oriented capacitated ring arborescence problems and present exact and heuristic algorithms. These combinatorial network design problems ask for optimized bi-level networks taking into account arc costs and node profits. Solutions combine circuits on the inner level with arborescences on the outer level of the networks. We consider the prize-collecting, the budget-constrained and the target-profit models and develop corresponding exact branch-and-cut algorithms based on mixed-integer formulations and valid inequalities. Iterated local search heuristics based on the exploration of problem-specific neighborhoods are elaborated to strengthen the upper bounds. For a set of hard literature derived instances with up to 51 nodes, we provide computational results which give evidence for the efficiency of the proposed approaches. Furthermore, we extensively analyze the performance of our methods, the obtained solution networks and the impact of the cutting planes on the obtained lower bounds.

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The instances and the solutions can be requested from the corresponding author.
 
Literatur
Zurück zum Zitat Abe FHN, Hoshino EA, Hill A (2015) The ring tree facility location problem. Electron Notes Discret Math 50:331–336CrossRef Abe FHN, Hoshino EA, Hill A (2015) The ring tree facility location problem. Electron Notes Discret Math 50:331–336CrossRef
Zurück zum Zitat Archetti C, Feillet D, Hertz A, Speranza MG (2009) The capacitated team orienteering and profitable tour problems. J Oper Res Soc 60(6):831–842CrossRef Archetti C, Feillet D, Hertz A, Speranza MG (2009) The capacitated team orienteering and profitable tour problems. J Oper Res Soc 60(6):831–842CrossRef
Zurück zum Zitat Archetti C, Feillet D, Hertz A, Speranza MG (2010) The undirected capacitated arc routing problem with profits. Comput Oper Res 37(11):1860–1869CrossRef Archetti C, Feillet D, Hertz A, Speranza MG (2010) The undirected capacitated arc routing problem with profits. Comput Oper Res 37(11):1860–1869CrossRef
Zurück zum Zitat Archetti C, Bianchessi N, Speranza MG (2013) The capacitated team orienteering problem with incomplete service. Optim Lett 7(7):1405–1417CrossRef Archetti C, Bianchessi N, Speranza MG (2013) The capacitated team orienteering problem with incomplete service. Optim Lett 7(7):1405–1417CrossRef
Zurück zum Zitat Archetti C, Speranza MG, Vigo D (2014) Vehicle routing problems with profits. Veh Routing Probl Methods Appl 18:273CrossRef Archetti C, Speranza MG, Vigo D (2014) Vehicle routing problems with profits. Veh Routing Probl Methods Appl 18:273CrossRef
Zurück zum Zitat Balas E (1989) The prize collecting traveling salesman problem. Networks 19(6):621–636CrossRef Balas E (1989) The prize collecting traveling salesman problem. Networks 19(6):621–636CrossRef
Zurück zum Zitat Balas E (1995) The prize collecting traveling salesman problem: II. Polyhedral results. Networks 25(4):199–216CrossRef Balas E (1995) The prize collecting traveling salesman problem: II. Polyhedral results. Networks 25(4):199–216CrossRef
Zurück zum Zitat Balas E, Fischetti M (1992) The fixed-outdegree 1-arborescence polytope. Math Oper Res 17(4):1001–1018CrossRef Balas E, Fischetti M (1992) The fixed-outdegree 1-arborescence polytope. Math Oper Res 17(4):1001–1018CrossRef
Zurück zum Zitat Balas E, Martin CH (1991) Combinatorial optimization in steel rolling. In: Workshop on combinatorial optimization in science and technology, COST Balas E, Martin CH (1991) Combinatorial optimization in steel rolling. In: Workshop on combinatorial optimization in science and technology, COST
Zurück zum Zitat Baldacci R, Dell’Amico M (2010) Heuristic algorithms for the multi-depot ring-star problem. Eur J Oper Res 203(1):270–281CrossRef Baldacci R, Dell’Amico M (2010) Heuristic algorithms for the multi-depot ring-star problem. Eur J Oper Res 203(1):270–281CrossRef
Zurück zum Zitat Baldacci R, Dell’Amico M, Salazar JJ (2007) The capacitated m-ring-star problem. Oper Res 55(6):1147–1162CrossRef Baldacci R, Dell’Amico M, Salazar JJ (2007) The capacitated m-ring-star problem. Oper Res 55(6):1147–1162CrossRef
Zurück zum Zitat Chao I-M, Golden BL, Wasil EA (1996a) The team orienteering problem. Eur J Oper Res 88(3):464–474CrossRef Chao I-M, Golden BL, Wasil EA (1996a) The team orienteering problem. Eur J Oper Res 88(3):464–474CrossRef
Zurück zum Zitat Chao I-M, Golden BL, Wasil EA (1996b) A fast and effective heuristic for the orienteering problem. Eur J Oper Res 88(3):475–489CrossRef Chao I-M, Golden BL, Wasil EA (1996b) A fast and effective heuristic for the orienteering problem. Eur J Oper Res 88(3):475–489CrossRef
Zurück zum Zitat Chapovska O, Punnen AP (2006) Variations of the prize-collecting Steiner tree problem. Networks 47(4):199–205CrossRef Chapovska O, Punnen AP (2006) Variations of the prize-collecting Steiner tree problem. Networks 47(4):199–205CrossRef
Zurück zum Zitat Costa AM, Cordeau J-F, Laporte G (2006) Steiner tree problems with profits. INFOR Inf Syst Oper Res 44(2):99–115 Costa AM, Cordeau J-F, Laporte G (2006) Steiner tree problems with profits. INFOR Inf Syst Oper Res 44(2):99–115
Zurück zum Zitat Costa AM, Cordeau J-F, Laporte G (2009) Models and branch-and-cut algorithms for the Steiner tree problem with revenues, budget and hop constraints. Networks 53(2):141–159CrossRef Costa AM, Cordeau J-F, Laporte G (2009) Models and branch-and-cut algorithms for the Steiner tree problem with revenues, budget and hop constraints. Networks 53(2):141–159CrossRef
Zurück zum Zitat Duin C, Voß S (1997) Efficient path and vertex exchange in Steiner tree algorithms. Networks 29(2):89–105CrossRef Duin C, Voß S (1997) Efficient path and vertex exchange in Steiner tree algorithms. Networks 29(2):89–105CrossRef
Zurück zum Zitat Feillet D, Dejax P, Gendreau M (2005) Traveling salesman problems with profits. Transp Sci 39(2):188–205CrossRef Feillet D, Dejax P, Gendreau M (2005) Traveling salesman problems with profits. Transp Sci 39(2):188–205CrossRef
Zurück zum Zitat Fu Z-H, Hao J-K (2014) Breakout local search for the Steiner tree problem with revenue, budget and hop constraints. Eur J Oper Res 232(1):209–220CrossRef Fu Z-H, Hao J-K (2014) Breakout local search for the Steiner tree problem with revenue, budget and hop constraints. Eur J Oper Res 232(1):209–220CrossRef
Zurück zum Zitat Garey Michael R, Johnson David S (1979) Computers and intractability: a guide to the theory of NP-completeness. W. H. Freeman & Co., New York Garey Michael R, Johnson David S (1979) Computers and intractability: a guide to the theory of NP-completeness. W. H. Freeman & Co., New York
Zurück zum Zitat Gendreau M, Laporte G, Semet F (1997) The covering tour problem. Oper Res 45(4):568–576CrossRef Gendreau M, Laporte G, Semet F (1997) The covering tour problem. Oper Res 45(4):568–576CrossRef
Zurück zum Zitat Golden B, Raghavan S, Stanojević D (2008) The prize-collecting generalized minimum spanning tree problem. J Heurist 14(1):69–93CrossRef Golden B, Raghavan S, Stanojević D (2008) The prize-collecting generalized minimum spanning tree problem. J Heurist 14(1):69–93CrossRef
Zurück zum Zitat Gouveia L, Pires JM (2001) Models for a Steiner ring network design problem with revenues. Eur J Oper Res 133(1):21–31CrossRef Gouveia L, Pires JM (2001) Models for a Steiner ring network design problem with revenues. Eur J Oper Res 133(1):21–31CrossRef
Zurück zum Zitat Hachicha M, Hodgson MJ, Laporte G, Semet F (2000) Heuristics for the multi-vehicle covering tour problem. Comput Oper Res 27(1):29–42CrossRef Hachicha M, Hodgson MJ, Laporte G, Semet F (2000) Heuristics for the multi-vehicle covering tour problem. Comput Oper Res 27(1):29–42CrossRef
Zurück zum Zitat Hill A (2015) Multi-exchange neighborhoods for the capacitated ring tree problem. LNCS 8962:85–94 Hill A (2015) Multi-exchange neighborhoods for the capacitated ring tree problem. LNCS 8962:85–94
Zurück zum Zitat Hill A, Schwarze S (2018) Exact algorithms for bi-objective ring tree problems with reliability measures. Comput Oper Res 94:38–51CrossRef Hill A, Schwarze S (2018) Exact algorithms for bi-objective ring tree problems with reliability measures. Comput Oper Res 94:38–51CrossRef
Zurück zum Zitat Hill A, Voß S (2016) Optimal capacitated ring trees. EURO J Comput Optim 4(2):137–166CrossRef Hill A, Voß S (2016) Optimal capacitated ring trees. EURO J Comput Optim 4(2):137–166CrossRef
Zurück zum Zitat Hill A, Voß S (2018) Generalized local branching heuristics and the capacitated ring tree problem. Discret Appl Math 242:34–52CrossRef Hill A, Voß S (2018) Generalized local branching heuristics and the capacitated ring tree problem. Discret Appl Math 242:34–52CrossRef
Zurück zum Zitat IBM (2013) IBM ILOG CPLEX Optimization Studio documentation V12.6.0 IBM (2013) IBM ILOG CPLEX Optimization Studio documentation V12.6.0
Zurück zum Zitat Johnson DS, Minkoff M, Phillips S (2000) The prize collecting Steiner tree problem: theory and practice. In: Proceedings of the 11th annual ACM-SIAM symposium on discrete algorithms, SODA ’00, Philadelphia, PA, USA. Society for Industrial and Applied Mathematics, pp 760–769 Johnson DS, Minkoff M, Phillips S (2000) The prize collecting Steiner tree problem: theory and practice. In: Proceedings of the 11th annual ACM-SIAM symposium on discrete algorithms, SODA ’00, Philadelphia, PA, USA. Society for Industrial and Applied Mathematics, pp 760–769
Zurück zum Zitat Klincewicz JG (1998) Hub location in backbone/tributary network design: a review. Locat Sci 6(14):307–335CrossRef Klincewicz JG (1998) Hub location in backbone/tributary network design: a review. Locat Sci 6(14):307–335CrossRef
Zurück zum Zitat Letchford AN, Eglese RW, Lysgaard J (2002) Multistars, partial multistars and the capacitated vehicle routing problem. Math Progr 94(1):21–40CrossRef Letchford AN, Eglese RW, Lysgaard J (2002) Multistars, partial multistars and the capacitated vehicle routing problem. Math Progr 94(1):21–40CrossRef
Zurück zum Zitat Ljubić I, Weiskircher R, Pferschy U, Klau GW, Mutzel P, Fischetti M (2006) An algorithmic framework for the exact solution of the prize-collecting Steiner tree problem. Math Progr 105(2–3):427–449CrossRef Ljubić I, Weiskircher R, Pferschy U, Klau GW, Mutzel P, Fischetti M (2006) An algorithmic framework for the exact solution of the prize-collecting Steiner tree problem. Math Progr 105(2–3):427–449CrossRef
Zurück zum Zitat Lourenço HR, Martin OC, Stützle T (2003) Iterated local search. In: Handbook of metaheuristics. Springer, Berlin, pp 320–353 Lourenço HR, Martin OC, Stützle T (2003) Iterated local search. In: Handbook of metaheuristics. Springer, Berlin, pp 320–353
Zurück zum Zitat Park J, Kim B-I (2010) The school bus routing problem: a review. Eur J Oper Res 202(2):311–319CrossRef Park J, Kim B-I (2010) The school bus routing problem: a review. Eur J Oper Res 202(2):311–319CrossRef
Zurück zum Zitat Polzin T, Daneshmand SV (2001) A comparison of Steiner tree relaxations. Discret Appl Math 112(1): 241–261. ISSN 0166-218X. Combinatorial Optimization Symposium, Selected Papers Polzin T, Daneshmand SV (2001) A comparison of Steiner tree relaxations. Discret Appl Math 112(1): 241–261. ISSN 0166-218X. Combinatorial Optimization Symposium, Selected Papers
Zurück zum Zitat Schittekat P, Kinable J, Sörensen K, Sevaux M, Spieksma F, Springael J (2013) A metaheuristic for the school bus routing problem with bus stop selection. Eur J Oper Res 229(2):518–528CrossRef Schittekat P, Kinable J, Sörensen K, Sevaux M, Spieksma F, Springael J (2013) A metaheuristic for the school bus routing problem with bus stop selection. Eur J Oper Res 229(2):518–528CrossRef
Zurück zum Zitat Vansteenwegen P, Souffriau W, Berghe GV, Van Oudheusden D (2009) Iterated local search for the team orienteering problem with time windows. Comput Oper Res 36(12):3281–3290CrossRef Vansteenwegen P, Souffriau W, Berghe GV, Van Oudheusden D (2009) Iterated local search for the team orienteering problem with time windows. Comput Oper Res 36(12):3281–3290CrossRef
Zurück zum Zitat Vansteenwegen P, Souffriau W, Van Oudheusden D (2011) The orienteering problem: a survey. Eur J Oper Res 209(1):1–10CrossRef Vansteenwegen P, Souffriau W, Van Oudheusden D (2011) The orienteering problem: a survey. Eur J Oper Res 209(1):1–10CrossRef
Zurück zum Zitat Wagner D, Raidl GR, Pferschy U, Mutzel P, Bachhiesl P (2007) A multi-commodity flow approach for the design of the last mile in real-world fiber optic networks. In: Waldmann K-H, Stocker UM (eds) Operations Research Proceedings 2006: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR). Springer, Berlin, pp 197–202 Wagner D, Raidl GR, Pferschy U, Mutzel P, Bachhiesl P (2007) A multi-commodity flow approach for the design of the last mile in real-world fiber optic networks. In: Waldmann K-H, Stocker UM (eds) Operations Research Proceedings 2006: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR). Springer, Berlin, pp 197–202
Zurück zum Zitat Wong RT (1984) A dual ascent approach for Steiner tree problems on a directed graph. Math Progr 28(3):271–287CrossRef Wong RT (1984) A dual ascent approach for Steiner tree problems on a directed graph. Math Progr 28(3):271–287CrossRef
Metadaten
Titel
Capacitated ring arborescence problems with profits
verfasst von
Alessandro Hill
Roberto Baldacci
Edna Ayako Hoshino
Publikationsdatum
19.11.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
OR Spectrum / Ausgabe 2/2019
Print ISSN: 0171-6468
Elektronische ISSN: 1436-6304
DOI
https://doi.org/10.1007/s00291-018-0539-x

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