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Numerical optimization and feed-forward neural networks training using an improved optimization algorithm: multiple leader salp swarm algorithm

JOURNAL ARTICLE published September 2021 in Evolutionary Intelligence

Authors: Divya Bairathi | Dinesh Gopalani

https://doi.org/10.1007/s12065-019-00269-8 Actions

An optimized model based on convolutional neural networks and orthogonal learning particle swarm optimization algorithm for plant diseases diagnosis

JOURNAL ARTICLE published February 2020 in Swarm and Evolutionary Computation

Authors: Ashraf Darwish | Dalia Ezzat | Aboul Ella Hassanien

https://doi.org/10.1016/j.swevo.2019.100616 Actions

Artificial infectious disease optimization: A SEIQR epidemic dynamic model-based function optimization algorithm

JOURNAL ARTICLE published April 2016 in Swarm and Evolutionary Computation

Research funded by Foundation Research Project of Natural Science of Shaanxi Province-Key Project (2015JZ010) | Society Science foundation of Shaanxi Province (2014P07)

Authors: Guangqiu Huang

https://doi.org/10.1016/j.swevo.2015.09.007 Actions

cPSO-CNN: An efficient PSO-based algorithm for fine-tuning hyper-parameters of convolutional neural networks

JOURNAL ARTICLE published September 2019 in Swarm and Evolutionary Computation

Research funded by National High-tech R&D Program of China (863 Program) (2015AA017201)

Authors: Yulong Wang | Haoxin Zhang | Guangwei Zhang

https://doi.org/10.1016/j.swevo.2019.06.002 Actions

A multi-granularity clustering based evolutionary algorithm for large-scale sparse multi-objective optimization

JOURNAL ARTICLE published February 2024 in Swarm and Evolutionary Computation

Authors: Ye Tian | Shuai Shao | Guohui Xie | Xingyi Zhang

https://doi.org/10.1016/j.swevo.2023.101453 Actions

A new evolutionary neural networks based on intrusion detection systems using locust swarm optimization

JOURNAL ARTICLE published June 2019 in Evolutionary Intelligence

Research funded by nnsfc (61572184)

Authors: Ilyas Benmessahel | Kun Xie | Mouna Chellal | Thabo Semong

https://doi.org/10.1007/s12065-019-00199-5 Actions

Optimization of stacking ensemble configurations through Artificial Bee Colony algorithm

JOURNAL ARTICLE published October 2013 in Swarm and Evolutionary Computation

Authors: P. Shunmugapriya | S. Kanmani

https://doi.org/10.1016/j.swevo.2013.04.004 Actions

An aerial robot for rice farm quality inspection with type-2 fuzzy neural networks tuned by particle swarm optimization-sliding mode control hybrid algorithm

JOURNAL ARTICLE published August 2018 in Swarm and Evolutionary Computation

Authors: Efe Camci | Devesh Raju Kripalani | Linlu Ma | Erdal Kayacan | Mojtaba Ahmadieh Khanesar

https://doi.org/10.1016/j.swevo.2017.10.003 Actions

An efficient biogeography based optimization algorithm for solving reliability optimization problems

JOURNAL ARTICLE published October 2015 in Swarm and Evolutionary Computation

Authors: Harish Garg

https://doi.org/10.1016/j.swevo.2015.05.001 Actions

A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization

JOURNAL ARTICLE published July 2023 in Swarm and Evolutionary Computation

Research funded by National Key Research and Development Program of China Stem Cell and Translational Research (2018 AAA0100100) | National Natural Science Foundation of China (61876162,61906001,62136008,62276001,U20A20306,U21A20512) | Natural Science Foundation of Qinghai (2020-ZJ-913)

Authors: Ye Tian | Jiaxing Hu | Cheng He | Haiping Ma | Limiao Zhang | Xingyi Zhang

https://doi.org/10.1016/j.swevo.2023.101323 Actions

A Convolutional Neural Network-Based Surrogate Model for Multi-objective Optimization Evolutionary Algorithm Based on Decomposition

JOURNAL ARTICLE published July 2022 in Swarm and Evolutionary Computation

Research funded by National Natural Science Foundation of China (62001323)

Authors: Tao Zhang | Fuzhang Li | Xin Zhao | Wang Qi | Tianwei Liu

https://doi.org/10.1016/j.swevo.2022.101081 Actions

Cuckoo Search and Bat Algorithm Applied to Training Feed-Forward Neural Networks

BOOK CHAPTER published 2015 in Studies in Computational Intelligence

Authors: Milan Tuba | Adis Alihodzic | Nebojsa Bacanin

https://doi.org/10.1007/978-3-319-13826-8_8 Actions

A learning automata-based particle swarm optimization algorithm for noisy environment

PROCEEDINGS ARTICLE published May 2015 in 2015 IEEE Congress on Evolutionary Computation (CEC)

Authors: JunQi Zhang | LinWei Xu | Ji Ma | MengChu Zhou

https://doi.org/10.1109/cec.2015.7256885 Actions

Memetic Harmony Search Algorithm Based on Multi-objective Differ-ential Evolution of Evolving Spiking Neural Networks

JOURNAL ARTICLE published 2015 in International Journal of Swarm Intelligence and Evolutionary Computation

Authors: Abdulrazak Yahya Saleh | Siti Mariyam Shamsuddin

https://doi.org/10.4172/2090-4908.1000130 Actions

A new artificial fish swarm algorithm for dynamic optimization problems

PROCEEDINGS ARTICLE published June 2012 in 2012 IEEE Congress on Evolutionary Computation

Authors: Danial Yazdani | Mohammad Reza Akbarzadeh-Totonchi | Babak Nasiri | Mohammad Reza Meybodi

https://doi.org/10.1109/cec.2012.6256169 Actions

Hybridizing salp swarm algorithm with particle swarm optimization algorithm for recent optimization functions

JOURNAL ARTICLE published March 2022 in Evolutionary Intelligence

Authors: Narinder Singh | S. B. Singh | Essam H. Houssein

https://doi.org/10.1007/s12065-020-00486-6 Actions

Artificial bee colony algorithm to design two-channel quadrature mirror filter banks

JOURNAL ARTICLE published April 2015 in Swarm and Evolutionary Computation

Authors: S.K. Agrawal | O.P. Sahu

https://doi.org/10.1016/j.swevo.2014.12.001 Actions

Hybrid chaotic system-oriented artificial fish swarm neural network for image encryption

JOURNAL ARTICLE published February 2023 in Evolutionary Intelligence

Authors: Junjun Liu | Jun Zhang | Shoulin Yin

https://doi.org/10.1007/s12065-021-00643-5 Actions

A dynamic multi-objective optimization evolutionary algorithm based on particle swarm prediction strategy and prediction adjustment strategy

JOURNAL ARTICLE published December 2022 in Swarm and Evolutionary Computation

Research funded by National Natural Science Foundation of China (41861047,62066041)

Authors: Peidi Wang | Yongjie Ma | Minghao Wang

https://doi.org/10.1016/j.swevo.2022.101164 Actions

Grid search based multi-population particle swarm optimization algorithm for multimodal multi-objective optimization

JOURNAL ARTICLE published April 2021 in Swarm and Evolutionary Computation

Authors: Guoqing Li | Wanliang Wang | Weiwei Zhang | Zheng Wang | Hangyao Tu | Wenbo You

https://doi.org/10.1016/j.swevo.2021.100843 Actions
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