Abstract
This paper is concerned with the design of efficient exact and heuristic algorithms for addressing a bilevel network pricing problem where demand is a nonlinear function of travel cost. The exact method is based on the piecewise linear approximation of the demand function, yielding mixed integer programming formulations, while heuristic procedures are developed within a bilevel trust region framework.
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Al-Khayyal, F.A.: Jointly constrained bilinear programs and related problems: an overview. Comput. Math. Appl. 19, 53–62 (1990)
Audet, C., Hansen, P., Jaumard, B., Savard, G.: A branch and cut algorithm for nonconvex quadratically constrained quadratic programming. Math. Program. 87, 131–152 (1999)
Colson, B., Marcotte, P., Savard, G.: A trust-region method for nonlinear bilevel programming: algorithm and computational experience. Comput. Optim. Appl. 30, 211–227 (2005)
Conn, A.R., Gould, N.I.M., Toint, PhL: Trust-Region Methods. SIAM, Philadephia (2000)
Dewez, S., Labbé, M., Marcotte, P., Savard, G.: New formulations and valid inequalities for a bilevel pricing problem. Oper. Res. Lett. 36, 141–149 (2008)
Didi-Biha, M., Marcotte, P., Savard, G.: Path-based formulations of a bilevel toll setting problem. In: Dempe, S., Kalashnikov, V. (eds.) Optimization with Multivalued Mappings Theory: Theory, Applications and Algorithms, pp. 29–50. Springer, Boston (2006)
ILOG CPLEX v10.1: Using CPLEX Callable Library and CPLEX Mixed Integer Programming (2006)
Kuiteing, A.K., Marcotte, P., Savard, G.: A network pricing problem under linear demand. Transp. Sci. 51, 791–806 (2016)
Kelley Jr., J.E.: The cutting-plane method for solving convex programs. J. Soc. Ind. Appl. Math. 8, 703–712 (1960)
Labbé, M., Marcotte, P., Savard, G.: A bilevel model of taxation and its application to optimal highway pricing. Manag. Sci. 44, 1595–1807 (1998)
Marcotte, P., Zhu, D.L.: Equilibria with infinitely many differentiated classes of customers. In: Ferris, M.C., Pang, J.S. (eds.) Complementary and Variational Problems. State of Art. SIAM, Philadephia (1997)
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Kuiteing, A.K., Marcotte, P. & Savard, G. Pricing and revenue maximization over a multicommodity transportation network: the nonlinear demand case. Comput Optim Appl 71, 641–671 (2018). https://doi.org/10.1007/s10589-018-0032-0
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DOI: https://doi.org/10.1007/s10589-018-0032-0