Reinforcement learning-based differential evolution for parameters extraction of photovoltaic models

Energy Reports ◽

10.1016/j.egyr.2021.01.096 ◽

2021 ◽

Vol 7 ◽

pp. 916-928

Author(s):

Zhenzhen Hu ◽

Wenyin Gong ◽

Shuijia Li

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Parameters Extraction

Download Full-text

Differential evolution with mixed mutation strategy based on deep reinforcement learning

Applied Soft Computing ◽

10.1016/j.asoc.2021.107678 ◽

2021 ◽

pp. 107678

Author(s):

Zhiping Tan ◽

Kangshun Li

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Mutation Strategy

Download Full-text

Multi-energy Scheduling of an Industrial Integrated Energy System by Reinforcement Learning Based Differential Evolution

IEEE Transactions on Green Communications and Networking ◽

10.1109/tgcn.2021.3061789 ◽

2021 ◽

pp. 1-1

Author(s):

Zhengwei Xu ◽

Guangjie Han ◽

Li Liu ◽

Miguel Martinez-Garcia ◽

Zhijian Wang

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Energy System ◽

Integrated Energy System

Download Full-text

Differential evolution based on reinforcement learning with fitness ranking for solving multimodal multiobjective problems

Swarm and Evolutionary Computation ◽

10.1016/j.swevo.2019.06.010 ◽

2019 ◽

Vol 49 ◽

pp. 234-244 ◽

Author(s):

Zhihui Li ◽

Li Shi ◽

Caitong Yue ◽

Zhigang Shang ◽

Boyang Qu

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Multiobjective Problems

Download Full-text

Reinforcement Learning-Based Differential Evolution With Cooperative Coevolution for a Compensatory Neuro-Fuzzy Controller

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2772870 ◽

2018 ◽

Vol 29 (10) ◽

pp. 4719-4729 ◽

Author(s):

Cheng-Hung Chen ◽

Chong-Bin Liu

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Fuzzy Controller ◽

Cooperative Coevolution ◽

Download Full-text

A fitness landscape ruggedness multiobjective differential evolution algorithm with a reinforcement learning strategy

Applied Soft Computing ◽

10.1016/j.asoc.2020.106693 ◽

2020 ◽

Vol 96 ◽

pp. 106693 ◽

Author(s):

Ying Huang ◽

Wei Li ◽

Furong Tian ◽

Xiang Meng

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Learning Strategy ◽

Fitness Landscape ◽

Differential Evolution Algorithm ◽

Evolution Algorithm

Download Full-text

Deep reinforcement learning based parameter control in differential evolution

Proceedings of the Genetic and Evolutionary Computation Conference ◽

10.1145/3321707.3321813 ◽

2019 ◽

Author(s):

Mudita Sharma ◽

Alexandros Komninos ◽

Manuel López-Ibáñez ◽

Dimitar Kazakov

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Parameter Control

Download Full-text

Neural Network Algorithm With Reinforcement Learning for Parameters Extraction of Photovoltaic Models

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3109565 ◽

2021 ◽

pp. 1-11

Author(s):

Yiying Zhang

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Network Algorithm ◽

Parameters Extraction ◽

Neural Network Algorithm

Download Full-text

Reinforcement Learning-Based Differential Evolution for Solving Economic Dispatch Problems

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) ◽

10.1109/ieem45057.2020.9309983 ◽

2020 ◽

Author(s):

Thammarsat Visutarrom ◽

Tsung-Che Chiang ◽

Abdullah Konak ◽

Sadan Kulturel-Konak

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Economic Dispatch

Download Full-text

Supplemental Material for Reconciling Reinforcement Learning Models With Behavioral Extinction and Renewal: Implications for Addiction, Relapse, and Problem Gambling

Psychological Review ◽

10.1037/0033-295x.114.3.784.supp ◽

2007 ◽

Keyword(s):

Reinforcement Learning ◽

Problem Gambling ◽

Learning Models ◽

Behavioral Extinction ◽

Reinforcement Learning Models

Download Full-text

Bayes factors for reinforcement-learning models of the Iowa gambling task.

Decision ◽

10.1037/dec0000040 ◽

2016 ◽

Vol 3 (2) ◽

pp. 115-131 ◽

Author(s):

Helen Steingroever ◽

Ruud Wetzels ◽

Eric-Jan Wagenmakers

Keyword(s):

Reinforcement Learning ◽

Iowa Gambling Task ◽

Bayes Factors ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

Download Full-text