Data-driven evolutionary optimization has witnessed great success in solving complex real-world optimization problems. However, existing data-driven optimization algorithms require that all data are centrally stored, which is not always practical and may be vulnerable to privacy leakage and security ...
Data-Driven Evolutionary Optimization: An Overview and Case Studies 论文链接: https://ieeexplore.ieee.org/document/8456559 本文介绍了数据驱动进化优化的综述,对论文的翻译和总结 目录 1:中英对照翻译 I. INTRODUCTION II. DATA-DRIVEN EVO... 查看原文 论文: Data-Driven Evolutionary Optimization: An ...
Li et al. proposed a boosting data-driven evolutionary algorithm with localized data generation, which generates synthetic data to alleviate data shortage and increase data quantity [29]. On the other hand, constructing an appropriate surrogate model can effectively improve the performance of DDEA, ...
T. Chugh, N. Chakraborti, K. Sindhya, and Y. Jin, "A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem," Materials and Manufacturing Pro- cesses, vol. 32, no. 10, pp. 1172-1178, 2017....
Data-Driven Evolutionary Optimization: An Overview and Case Studies 数据驱动的进化优化。纵览 概述和案例研究 摘要 Abstract—Most evolutionary optimization algorithms assume
A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems. A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems... H Wang,Y Jin - 《IEEE Transactions...
Evolutionary algorithm-guided voxel-encoding printing of functional hard-magnetic soft active materials. Adv. Intell. Syst. 2, 2000060 (2020). Article Google Scholar Wang, L. et al. Evolutionary design of magnetic soft continuum robots. Proc. Natl. Acad. Sci. USA 118, e2021922118 (2021). ...
baidu Apollo Auto-Calibration System - An industry-leveldata-drivenand learning based vehicle longitude dynamic calibrating algorithm 论文: Data-Driven Evolutionary Optimization: An Overview and case studies(1) 数据驱动概念,文章结构,大数分类 : Off-line的存在的问题以及相应的处理方法而对于On-lineData-driv...
An Evolutionary Algorithm for the Off-Line Data Driven Generation of Fuzzy Controllers for Intelligent Buildings ∗ A. L´opez 1 , L. S´anchez 2 1 Electric Engineering Department 2 Computer Science Department University of Oviedo
(SA) were used to perform the optimization of the model architecture. In[98], an evolutionary ensemble learning using NN and based on negative correlation learning was presented. However,[98]has some shortcomings such as not considering the possibility of linear combination among models, and using...