2 papers
math.OC2025
INTHOP: A Second-Order Globally Convergent Method for Nonconvex Optimization
Krishan Kumar, Ashutosh Sharma, Gauransh Dingwani +3
Second-order Newton-type algorithms that leverage the exact Hessian or its approximation are central to solve nonlinear optimization problems. However, their applications in solvin…
math.OC2021
Weak sharp minima for interval-valued functions and its primal-dual characterizations using generalized Hukuhara subdifferentiability
Krishan Kumar, Debdas Ghosh, Gourav Kumar
This article introduces the concept of weak sharp minima (WSM) for convex interval-valued functions (IVFs). To identify a set of WSM of a convex IVF, we provide its primal and dual…