[图书][B] Cell mapping methods

JQ Sun, FR Xiong, O Schütze, C Hernández - 2018 - Springer
Recently, the cell mapping methods invented by CS Hsu of UC Berkeley in the 1980s have
become popular again in the research community. As we enter the age of big data and high …

A hybrid method of evolutionary algorithm and simple cell mapping for multi-objective optimization problems

Y Naranjani, C Hernández, FR Xiong… - International Journal of …, 2017 - Springer
A hybrid method is proposed to take advantages of evolutionary algorithms (EAs) and the
simple cell mapping (SCM) for multi-objective optimization problems (MOPs). The hybrid …

Multi-objective optimal design and experimental validation of tracking control of a rotating flexible beam

LX Chen, JQ Sun - Journal of Sound and Vibration, 2014 - Elsevier
This paper investigates the tracking control problem for a rotating flexible beam. A
proportional-integral-derivative control is designed to meet multiple objectives including …

Application of cell mapping to control optimization for an antenna servo system on a disturbed carrier

Z Tian, Y Cheng - Mechanical Sciences, 2023 - ms.copernicus.org
The cell-mapping method, due to its global optimality, has been applied to solve multi-
objective optimization problems (MOPs) and optimal control problems. However, the curse …

Cluster analysis and switching algorithm of multi-objective optimal control design

ZC Qin, JQ Sun - Journal of Vibration and Acoustics, 2017 - asmedigitalcollection.asme.org
The multi-objective optimal control design usually generates hundreds or thousands of
Pareto optimal solutions. How to assist a user to select an appropriate controller to …

A hybrid evolutionary algorithm and cell mapping method for multi-objective optimization problems

JQ Sun, O Schütze - 2017 IEEE Symposium Series on …, 2017 - ieeexplore.ieee.org
We present a method for multi-objective optimization problems based on evolutionary
algorithms and the cell mapping methods developed by the late Professor CS Hsu of UC …

Multi-objective optimal design of nonlinear controls

ZC Qin, FR Xiong, Y Sardahi, Y Naranjani… - NEO 2015: Results of …, 2017 - Springer
The most important part of the control design for nonlinear dynamical systems is to
guarantee the stability. Then, the control is quantitatively designed to meet multiple and …

An experimental study of robustness of multi-objective optimal sliding mode control

ZC Qin, FR Xiong, JQ Sun - … of Vibration and …, 2016 - asmedigitalcollection.asme.org
This paper presents an experimental study of robustness of multi-objective optimal sliding
mode control, which is designed in a previous study. Inertial and stiffness uncertainties are …

An Image Set-Oriented Method for the Numerical Treatment of Bi-Level Multi-objective Optimization Problems

A Dell'Aere - Advances in Dynamics, Optimization and Computation …, 2020 - Springer
In this chapter, we consider equality constrained bi-level multi-objective optimization
problems, where the lower level problem is convex. Based on a suitable reformulation of the …

Cluster Analysis and Switching Control: A Post-Processing of Multi-Objective Optimal Designs

ZC Qin, JQ Sun - Dynamic Systems and Control …, 2016 - asmedigitalcollection.asme.org
The multi-objective optimal control design usually generates hundreds or thousands of
Pareto optimal solutions. How to assist an user to select an appropriate controller to …