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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Stochastic approximation methods for nonconvex constrained optimization
非凸 约束优化 随机逼近方法
2023/4/14
Nonconvex constrained optimization (NCO) has been one of the important research fields in optimization community. It has widely appeared in many application fields. However, challenges for solving NCO...
Nonlinear Contraction Tools for Constrained Optimization
Nonlinear dynamics nonlinear control constrained optimization Lagrange parameters sliding control
2012/6/30
This paper describes new results linking constrained optimization theory and nonlinear contraction analysis. Generalizations of Lagrange parameters are derived based on projecting system dynamics on t...
Exact solution of a constrained optimization problem in thermoelectric cooling
Optimization Constrained nonlinear functional optimization
2010/9/10
We consider an optimization problem in thermoelectric cooling. The maximum achievable cooling temperature in thermoelectric cooling is, among other things, affected by the Seebeck coefficient profile ...
In this paper, a truncated hybrid method is proposed and developed for
solving sparse large-scale nonlinear programming problems. In the hybrid
method,
a symmetric system of linear equations, inste...
A SQP Method for Inequality Constrained Optimization
SQP method global convergence inequality
2007/12/11
In this paper, a new SQP method for inequality constrained optimization is proposed and the global convergence is obtained under very mild conditions.
A VARIATION OF GOLDFARB'S METHOD FOR LINEARLY CONSTRAINED OPTIMIZATION PROBLEMS AND ITS SUPERLINEAR CONVERGENCE RATE
Conjugate projection superlinear conver
2007/8/7
This paper presents a variant algorithm of Goldfarb's method for linearly constrained optimization problems. In the variant algorithm, we introduce a concept called conjugate projection, which differs...
MAXIMUM ENTROPY METHODS FOR CONSTRAINED OPTIMIZATION AND MINIMAX PROBLEMS
Maximum entropy methods constrained opt
2007/8/7
This paper presents the maximum entropy methods for nonlinearly constrained optumzation and ndulmax problems. Some properties of these method are given. Convergence theorems of the maximum entopy meth...
期刊信息
篇名
A trust-region algorithm for nonlinear inequality constrained optimization
语种
英文
撰写或编译
作者
童小娇,周叔子
第一作者单位
刊物名称
Journal of Computational Mathematics
页面
21(2),2003,207-220
出版日期
2003年
月
日
文章标识(ISS...
期刊信息
篇名
Global convergence of a trust region algorithm for nonlinear inequality constrained optimization problemspp.
语种
中文
撰写或编译
撰写
作者
(Hongxia Yin,Zhongwen Chen and Jiye Han
第一作者单位
中国科学院研究生院
刊物名称
Num...