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This paper proposes the first exact method for the strip packing problem with irregular pieces using guillotine cut constraints. Based on the Dotted Board Model, we have developed a branch-and-cut algorithm that eliminates infeasible patterns using valid cuts derived from D-functions. The pieces are convex, with discrete rotations, and the final cut is obtained by a valid sequence of guillotine cuts. We used unitary discretisation and a mathematical model based on $delta_{dtr}$ variables, subject to non-overlap, demand and length limit constraints. The combinatorial explosion was treated with clique coverage in the conflict graph and dynamic cut generation. In 76 benchmark instances, we proved optimality in 47% of the cases, with an average gap of 14.5% in the others, with a CPU time limit of one hour.
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