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A Quasi-polynomial Time Approximation Scheme for Euclidean CVRPTW

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Book cover Combinatorial Optimization and Applications (COCOA 2014)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 8881))

Abstract

The capacitated vehicle routing problem with time windows (CVRPTW) is a variant of the classical vehicle routing problem. In a category of CVRPTW, each customer has same unit-demand and must be served within a time window from a finite set of consecutive time windows. This paper gives a quasi-polynomial time approximation scheme (Q-PTAS) for this category of CVRPTW under the Euclidean setting. With a reasonable vehicle speed requirement, our algorithm could generate a set of routes of the length of \((1 + O(\epsilon ))OPT\) on expectation.

Hejiao Huang: This work was financially supported by National Natural Science Foundation of China with Grants No. 11071271, No. 11371004, No. 61100191 and No. 61370216, and Shenzhen Strategic Emerging Industries Program with Grants No.  ZDSY20120613125016389, No. JCYJ20120613151201451 and No. JCYJ20130329153215152.

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References

  1. Dantzig, G.B., Ramser, J.H.: The truck dispatching problem. Manag. Sci. 6, 80–91 (1959)

    Article  MATH  MathSciNet  Google Scholar 

  2. Toth, P., Vigo, D.: The Vehicle Routing Problem. Society for Industrial and Applied Mathematics, Philadelphia (2001)

    Google Scholar 

  3. Bao, X., Liu, Z.: Approximation algorithms for single vehicle scheduling problems with release and service times on a tree or cycle. Theor. Comput. Sci. 434, 1–10 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  4. Nagamochi, H., Ohnishi, T.: Approximating a vehicle scheduling problem with time windows and handling times. Theor. Comput. Sci. 393, 133–146 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  5. Karuno, Y., Nagamochi, H.: An approximability result of the multi-vehicle scheduling problem on a path with release and handling times. Theor. Comput. Sci. 312, 267–280 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  6. Lacomme, P., Prins, C., Ramdane-Chérif, W.: Competitive memetic algorithms for arc routing problems. Ann. Oper. Res. 131, 159–185 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  7. Toklu, N.E., Gambardella, L.M., Montemanni, R.: A multiple ant colony system for a vehicle routing problem with time windows and uncertain travel times. J. Traffic Logist. Eng. 2, 52–58 (2014)

    Article  Google Scholar 

  8. Baldacci, R., Mingozzi, A., Roberti, R., Calvo, R.W.: An exact algorithm for the two-echelon capacitated vehicle routing problem. Oper. Res. 61, 298–314 (2013)

    Article  MATH  MathSciNet  Google Scholar 

  9. Baldacci, R., Mingozzi, A., Roberti, R.: New route relaxation and pricing strategies for the vehicle routing problem. Oper. Res. 59, 1269–1283 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  10. Sousaa, J.C., Biswasa, H.A., Britob, R., Silveirab, A.: A multi objective approach to solve capacitated vehicle routing problems with time windows using mixed integer linear programming. Int. J. Adv. Sci. Technol. 28, 1–8 (2011)

    Google Scholar 

  11. Arora, S.: Approximation schemes for NP-hard geometric optimization problems: a survey. Math. Program. 97, 43–69 (2003)

    MATH  MathSciNet  Google Scholar 

  12. Arora, S.: Polynomial time approximation schemes for euclidean traveling salesman and other geometric problems. J. ACM 45, 753–782 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  13. Das, A., Mathieu, C.: A quasi-polynomial time approximation scheme for Euclidean capacitated vehicle routing. In: The Twenty First Annual ACM-SIAM Symposium on Discrete Algorithms. Society for Industrial and Applied Mathematics, Philadelphia (2009)

    Google Scholar 

  14. Das, A.: Approximation schemes for euclidean vehicle routing problems. Dissertation, Brown University, Providence, Rhode Island, USA (2011)

    Google Scholar 

  15. Haimovich, M., Rinnooy Kan, A.H.G.: Bounds and heuristic for capacitated routing problems. Math. Oper. Res. 10, 527–542 (1985)

    Article  MATH  MathSciNet  Google Scholar 

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Song, L., Huang, H., Du, H. (2014). A Quasi-polynomial Time Approximation Scheme for Euclidean CVRPTW. In: Zhang, Z., Wu, L., Xu, W., Du, DZ. (eds) Combinatorial Optimization and Applications. COCOA 2014. Lecture Notes in Computer Science(), vol 8881. Springer, Cham. https://doi.org/10.1007/978-3-319-12691-3_6

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  • DOI: https://doi.org/10.1007/978-3-319-12691-3_6

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  • Online ISBN: 978-3-319-12691-3

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