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First Order Convergence Analysis for Sparse Grid Method in Stochastic Two-Stage Linear Optimization Problem
Convergence Analysis Stochastic Optimization Scenario Generation Convex Analysis Measure Theory
2013/1/30
Stochastic two-stage linear optimization is an important and widely used optimization model. Efficiency of numerical integration of the second stage value function is critical. However, the second sta...
AN SQP ALGORITHM WITH NONMONOTONE LINE SEARCH FOR GENERAL NONLINEARCONSTRAINED OPTIMIZATION PROBLEM
2007/12/11
In this paper, an SQP type algorithm with a new nonmonotone line search
technique for general constrained optimization problems is presented.
The new algorithm does not have to solve the second orde...