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math.OC2025
Sharp-Peak Functions for Exactly Penalizing Binary Integer Programming
Shenglong Zhou, Shuai Li, Hui Zhang +1
Unconstrained binary integer programming (UBIP) is a challenging optimization problem due to the presence of binary variables. To address the challenge, we introduce a novel class…
math.OC2025
Sparse Quadratically Constrained Quadratic Programming via Semismooth Newton Method
Shuai Li, Shenglong Zhou, Ziyan Luo
Quadratically constrained quadratic programming (QCQP) has long been recognized as a computationally challenging problem, particularly in large-scale or high-dimensional settings w…