A Branch-and-Cut-and-Price Algorithm for Cutting Stock and Related Problems

Vol 56, 2024 - 309932
Prêmio de IC - Paso 2
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Resúmenes
In this project, we introduce a branch-and-cut-and-price framework to solve the Cutting Stock Problems with strong relaxations using the Set Covering Formulations, which are solved through column generation. We propose an extended Ryan-Foster branching scheme tailored to non-binary models, a pricing algorithm that produces convergence in a few iterations, and a variable selection technique based on branching history. These strategies are combined with subset-row cuts and custom primal heuristics to create a framework that overcomes the current state-of-the-art for the Cutting Stock Problem (CSP) and other related problems, being at least twice as fast for the CSP.

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Instituciones
  • 1 Instituto de Computação - Univerdade Estadual de Campinas
Eje Temático
  • 14. OC – Otimização Combinatória
Palabras Clave
Branch-and-Cut-and-Price
Cutting Stock
Set Covering Formulation
Variable Selection
Bin Packing