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math.OC2026
A Second-Order Descent Algorithm for Nonlinear Equality Constrained Optimization
Yonggang Pei, Jingyi Guo, Jingyi Wang +2
In this paper, an adaptive second-order descent algorithm (ASODA) is proposed for solving nonlinear equality constrained optimization problems. By integrating a sequential quadrati…
math.OC2024
An Adaptive Cubic Regularisation Algorithm Based on Interior-Point Methods for Optimization with General Inequality Constraints
Yonggang Pei, Jingyi Guo, Detong Zhu
Nonlinear constrained optimization has a wide range of practical applications. The interior-point method is considered to be one of the most powerful algorithms for solving nonline…