Evolutionary Multitask Optimization: Fundamental Research Questions,
Practices, and Directions for the Future

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Evolutionary Multitask Optimization: Fundamental Research Questions, Practices, and Directions for the Future

29 November 2021

Ponnuthurai Nagaratnam Suganthan

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Papers citing "Evolutionary Multitask Optimization: Fundamental Research Questions, Practices, and Directions for the Future"

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Title
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems E. Osaba Esther Villar-Rodriguez Javier Del Ser Antonio J. Nebro Daniel Molina A. Latorre Ponnuthurai Nagaratnam Suganthan Carlos A. Coello Coello Francisco Herrera 99 263 0 04 Oct 2024
Half a Dozen Real-World Applications of Evolutionary Multitasking, and More Abhishek Gupta Lei Zhou Yew-Soon Ong Zefeng Chen Yaqing Hou 59 82 0 27 Sep 2021
Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions E. Osaba Aritz D. Martinez Javier Del Ser 45 59 0 04 Feb 2021
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking E. Osaba Javier Del Ser Aritz D. Martinez J. Lobo Francisco Herrera 56 31 0 08 Oct 2020
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs E. Osaba Esther Villar-Rodriguez Javier Del Ser 29 6 0 30 Sep 2020
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations (from 2020 to 2024) Daniel Molina Javier Poyatos Javier Del Ser S. García Amir Hussain Francisco Herrera MLAU AI4TS 62 163 0 19 Feb 2020
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 183 4,468 0 07 Nov 2019
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 73 2,013 0 10 Feb 2018
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,235 0 25 Jul 2017
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results B. Da Yew-Soon Ong Liang Feng A. K. Qin Abhishek Gupta Zexuan Zhu Chuan-Kang Ting Jiaheng Zhang Xin Yao 55 98 0 12 Jun 2017

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