A Branch-and-Price Algorithm for Designing Optimal Product Line

Research output: Contribution to conferencePresentation

Abstract

In this paper, we focus on solving the share-of-choice product line problem. Previous contributions to this NP-Hard problem include a series of ever improving heuristics. We present a new algorithm that embeds a column generation procedure within branch-and-bound to obtain exact optimal integer solutions. The initial computational results using large simulated dataset demonstrate that the algorithm is capable of identifying provably optimal solutions very quickly.
Original languageAmerican English
StatePublished - Nov 2006
EventINFORMS Annual Meeting - Phoenix, AZ
Duration: Oct 14 2012 → …

Conference

ConferenceINFORMS Annual Meeting
Period10/14/12 → …

Keywords

  • Algorithm
  • Branch-and-price
  • Heuristics
  • Optimal product line

DC Disciplines

  • Business

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