Solving utility-maximization selection problems with Multinomial Logit demand: Is the First-Choice model a good approximation?
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DOI: 10.1007/s10479-019-03300-4
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- Peter M. Guadagni & John D. C. Little, 1983. "A Logit Model of Brand Choice Calibrated on Scanner Data," Marketing Science, INFORMS, vol. 2(3), pages 203-238.
- Haase, Knut & Müller, Sven, 2014. "A comparison of linear reformulations for multinomial logit choice probabilities in facility location models," European Journal of Operational Research, Elsevier, vol. 232(3), pages 689-691.
- Benati, Stefano & Hansen, Pierre, 2002. "The maximum capture problem with random utilities: Problem formulation and algorithms," European Journal of Operational Research, Elsevier, vol. 143(3), pages 518-530, December.
- Aboolian, Robert & Berman, Oded & Krass, Dmitry, 2007. "Competitive facility location model with concave demand," European Journal of Operational Research, Elsevier, vol. 181(2), pages 598-619, September.
- Robert Aboolian & Oded Berman & Dmitry Krass, 2009. "Efficient solution approaches for a discrete multi-facility competitive interaction model," Annals of Operations Research, Springer, vol. 167(1), pages 297-306, March.
- Paul E. Green & Abba M. Krieger, 1985. "Models and Heuristics for Product Line Selection," Marketing Science, INFORMS, vol. 4(1), pages 1-19.
- Nimrod Megiddo, 1979. "Combinatorial Optimization with Rational Objective Functions," Mathematics of Operations Research, INFORMS, vol. 4(4), pages 414-424, November.
- Denoyel, Victoire & Alfandari, Laurent & Thiele, Aurélie, 2017. "Optimizing healthcare network design under reference pricing and parameter uncertainty," European Journal of Operational Research, Elsevier, vol. 263(3), pages 996-1006.
- Paat Rusmevichientong & Zuo-Jun Max Shen & David B. Shmoys, 2010. "Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint," Operations Research, INFORMS, vol. 58(6), pages 1666-1680, December.
- R Aboolian & O Berman & D Krass, 2008. "Optimizing pricing and location decisions for competitive service facilities charging uniform price," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(11), pages 1506-1519, November.
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- Juan Carlos Leyva López & Jesús Jaime Solano Noriega & Omar Ahumada Valenzuela & Alma Montserrat Romero Serrano, 2022. "A preference choice model for the new product design problem," Operational Research, Springer, vol. 22(4), pages 1-32, September.
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Keywords
Combinatorial optimization; Discrete choice modeling; Multinomial Logit; Integer linear programming; Approximation;All these keywords.
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