Oriented Genetic Algorithm for Digital Predistortion Model Structure Optimization

2021 ◽  
Author(s):  
Wen Qiao ◽  
Chengye Jiang ◽  
Guichen Yang ◽  
Lei Su ◽  
Falin Liu
Keyword(s):  
Genetic Algorithm ◽  
Structure Optimization ◽  
Model Structure ◽  
Digital Predistortion

scholarly journals Autonomous Cascade Structure Feedback Controller Design With Genetic Algorithm-based Structure Optimization

2020 ◽  
Vol 53 (2) ◽  
pp. 8419-8425
Author(s):  
Yoshihiro Maeda ◽  
Shu Kunitate ◽  
Eitaro Kuroda ◽  
Makoto Iwasaki
Keyword(s):  
Genetic Algorithm ◽  
Controller Design ◽  
Structure Optimization ◽  
Feedback Controller ◽  
Cascade Structure

A Structure Optimization for Hooklift Arm Device Based on the Genetic Algorithm

2012 ◽  
Vol 455-456 ◽  
pp. 1504-1508
Author(s):  
Huan Ming Chen ◽  
Da Wei Liu
Keyword(s):  
Genetic Algorithm ◽  
Optimal Design ◽  
Parameter Optimization ◽  
Structure Optimization ◽  
Optimization Method ◽  
Optimized Design ◽  
Design Decision ◽  
Original Design ◽  
Multi Objective ◽  
Engineering Constraint

Based on the theory of FEM, the hooklift arm is modeled with the FEM software, and the structure of the device is optimized with genetic algorithm in a multi-objective/multi-parameter optimization environment, which results in an optimal design decision of the hooklift arm device under the engineering constraint. Comparison between optimized design decision and original design decision shows that the optimization is correct and the proposed multi-objective/multi-parameter optimization method is effective in improving the hooklift arm device.

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