工业稳态优化ISOPE算法的收敛性与鲁棒性分析

CONVERGENCE AND ROBUSTNESS ON ISOPE ALGORITHMS FOR OPTIMIZATION CONTROL OF STEADY-STATE INDUSTRIAL PROCESSES

本文对工业过程稳态优化控制中的各种算法进行了统一数学描述，对算法的鲁棒性给出了严格定义，并就一般情况讨论了稳态优化控制算法的收敛性、鲁棒性及算法解集的性质，给实际稳态控制以理论指导．

n this paper,Various algorithms of ISOPE-type and their robustness for steadystate optimisation control of an industrial processes are formulated mathematically in unity form.Under generate condition,algorithm convergence properties and properties of algorithm solution set are discussed.Then,several important results and sufficient conditions for optimum solution set depending continuously on parameter have been obtained.