Online Data-Driven Surrogate-Assisted Particle Swarm Optimization for Traffic Flow Optimization

Advances in Neural Networks – ISNN 2020 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64221-1_5 ◽

2020 ◽

pp. 47-58

Author(s):

Shuo-wei Cai ◽

Shi-cheng Zha ◽

Wei-neng Chen

Keyword(s):

Particle Swarm Optimization ◽

Traffic Flow ◽

Particle Swarm ◽

Data Driven ◽

Flow Optimization ◽

Online Data ◽

Swarm Optimization

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Traffic flow forecasting with particle swarm optimization and support vector regression

17th International IEEE Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc.2014.6958049 ◽

2014 ◽

Cited By ~ 8

Author(s):

Jianming Hu ◽

Pan Gao ◽

Yunfei Yao ◽

Xudong Xie

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Regression ◽

Traffic Flow ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Traffic Flow Forecasting

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Design of BP neural network urban short-term traffic flow prediction software based on improved particle swarm optimization

10.1063/1.5090739 ◽

2019 ◽

Cited By ~ 1

Author(s):

Qiufang Ma

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Traffic Flow ◽

Bp Neural Network ◽

Particle Swarm ◽

Short Term ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Traffic Flow Prediction ◽

Flow Prediction

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Data-driven method based on particle swarm optimization and k-nearest neighbor regression for estimating capacity of lithium-ion battery

Applied Energy ◽

10.1016/j.apenergy.2014.04.077 ◽

2014 ◽

Vol 129 ◽

pp. 49-55 ◽

Cited By ~ 93

Author(s):

Chao Hu ◽

Gaurav Jain ◽

Puqiang Zhang ◽

Craig Schmidt ◽

Parthasarathy Gomadam ◽

...

Keyword(s):

Particle Swarm Optimization ◽

Lithium Ion Battery ◽

Nearest Neighbor ◽

Particle Swarm ◽

Lithium Ion ◽

Data Driven ◽

K Nearest Neighbor ◽

Swarm Optimization

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Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines

Journal of Hydrology ◽

10.1016/j.jhydrol.2015.08.022 ◽

2015 ◽

Vol 529 ◽

pp. 1617-1632 ◽

Cited By ~ 198

Author(s):

Riccardo Taormina ◽

Kwok-Wing Chau

Keyword(s):

Particle Swarm Optimization ◽

Variable Selection ◽

Particle Swarm ◽

Data Driven ◽

Extreme Learning Machines ◽

Rainfall Runoff ◽

Swarm Optimization ◽

Learning Machines ◽

Runoff Modeling ◽

Selection For

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Data driven fuzzy c-means clustering based on particle swarm optimization for pH process

2011 International Conference on Emerging Trends in Electrical and Computer Technology ◽

10.1109/icetect.2011.5760119 ◽

2011 ◽

Cited By ~ 1

Author(s):

E. Sivaraman ◽

S. Arulselvi ◽

Kiran Babu

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Data Driven ◽

Swarm Optimization ◽

Fuzzy C Means ◽

Fuzzy C Means Clustering ◽

Ph Process

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Dynamic Network Traffic Flow Prediction Model based on Modified Quantum-Behaved Particle Swarm Optimization

Journal of Networks ◽

10.4304/jnw.8.10.2332-2339 ◽

2013 ◽

Vol 8 (10) ◽

Cited By ~ 1

Author(s):

Hongying Jin ◽

Linhao Li

Keyword(s):

Particle Swarm Optimization ◽

Prediction Model ◽

Traffic Flow ◽

Network Traffic ◽

Particle Swarm ◽

Dynamic Network ◽

Swarm Optimization ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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Traffic Flow Forecasting Model of Signalized Intersections Based on Particle Swarm Optimization

2007 Chinese Control Conference ◽

10.1109/chicc.2006.4347038 ◽

2006 ◽

Author(s):

Zhao Jianyu ◽

Jia Lei ◽

Chen Yuehui ◽

Zhang Yong

Keyword(s):

Particle Swarm Optimization ◽

Traffic Flow ◽

Particle Swarm ◽

Signalized Intersections ◽

Forecasting Model ◽

Swarm Optimization ◽

Traffic Flow Forecasting

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RBF Neural Network Optimized by Particle Swarm Optimization for Forecasting Urban Traffic Flow

2009 Third International Symposium on Intelligent Information Technology Application ◽

10.1109/iita.2009.132 ◽

2009 ◽

Cited By ~ 3

Author(s):

Li Xiaobin

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Traffic Flow ◽

Rbf Neural Network ◽

Particle Swarm ◽

Urban Traffic ◽

Swarm Optimization

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Probabilistic forecasting of traffic flow using kernel based extreme learning maching and quantum-bahaved particle swarm optimization

2016 4th International Conference on Cloud Computing and Intelligence Systems (CCIS) ◽

10.1109/ccis.2016.7790254 ◽

2016 ◽

Author(s):

Yiming Xing ◽

Xiaojuan Ban ◽

Chong Guo ◽

Yu Wang

Keyword(s):

Particle Swarm Optimization ◽

Traffic Flow ◽

Particle Swarm ◽

Probabilistic Forecasting ◽

Swarm Optimization

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Short-term Traffic Flow Forecasting Model of Elman Neural Network Based on Dissimilation Particle Swarm Optimization

2008 IEEE International Conference on Networking, Sensing and Control ◽

10.1109/icnsc.2008.4525419 ◽

2008 ◽

Cited By ~ 1

Author(s):

Hui Gao ◽

Jianyu Zhao ◽

Lei Jia

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Traffic Flow ◽

Particle Swarm ◽

Forecasting Model ◽

Short Term ◽

Elman Neural Network ◽

Swarm Optimization ◽

Traffic Flow Forecasting

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