A perturbed problem for semidefinite programming problem was constructed.

In this paper,we discussed the second-order estimation of the local solution of the perturbed problem of a class of nonlinear wave equation by Galerkin method.

Finally,the perturbation problems for the mixed variational-like inequal- ities problems are discussed,and the existence and uniqueness theorem of the solutions for the perturbation problems is also proved.

Perturbation problems of variational inequalities on reflexive Banach spaces are discussed.

Then, the perturbation problems of the mixed variational-like inequalities problems are studied.

Adaptive PBIL algorithm for a class of dynamic optimization problems;

Kernel partial least squares based on least squares support vector machine primal-dual optimization problem;

A new algorithm for solving inequality constraint optimization problem;

The Study and Empirical Analysis of Neural Network Methods for Optimization Problems;

In this paper, a new generalized gradient projection method with inexact line search is proposed for the nonlinear optimization problem with linear constraints.

For analysing and studing the characteristic and optimized mechanism of transient chaotic neural network,based on analysis of transient chaotic neuron model,through programming the simulation analysis in the Matlab software to compare the neural network dynamic characteristic and various parameters regarding the network optimization process influence.