Auxiliary Model-Based Iterative Estimation Algorithms for Nonlinear Systems Using the Covariance Matrix Adaptation Strategy

System identification—Theory for the user

Naresh K. Sinha · Automatica · 1989 · 9.2K citations

Engineering, Computer Science, Systems Engineering +10

Covariance Matrix Adaptation for Multi-objective Optimization

Christian Igel, Nikolaus Hansen, Stefan Roth · Evolutionary Computation · 2007 · 791 citations

Natural Sciences, Mathematics, Algorithms +16

Combined parameter and output estimation of dual-rate systems using an auxiliary model

Feng Ding, Tongwen Chen · Automatica · 2004 · 376 citations

Engineering, Mathematics, Systems Engineering +14

A filtering based multi-innovation extended stochastic gradient algorithm for multivariable control systems

Jian Pan, Xiao Wei Jiang, Xiangkui Wan et al. · International Journal of Control Automation and Systems · 2017 · 279 citations

Engineering, Mathematics, Systems Engineering +14

Partially Coupled Stochastic Gradient Identification Methods for Non-Uniformly Sampled Systems

Feng Ding, Guangjun Liu · IEEE Transactions on Automatic Control · 2010 · 278 citations

Engineering, Computational Engineering, Statistical Learning +15