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Enhanced Innovized Repair Operator for Evolutionary Multi- and Many-objective Optimization


Nov 21, 2020
Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik Goodman


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NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search


Jul 20, 2020
Zhichao Lu, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

* Accepted for oral presentation at ECCV 2020 

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Neural Architecture Transfer


May 12, 2020
Zhichao Lu, Gautam Sreekumar, Erik Goodman, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti

* 17 pages 

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It is Time for New Perspectives on How to Fight Bloat in GP


May 01, 2020
Francisco Fernández de Vega, Gustavo Olague, Francisco Chávez, Daniel Lanza, Wolfgang Banzhaf, Erik Goodman


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Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks


Dec 03, 2019
Zhichao Lu, Ian Whalen, Yashesh Dhebar, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

* 15 pages 

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Embedding Push and Pull Search in the Framework of Differential Evolution for Solving Constrained Single-objective Optimization Problems


Dec 16, 2018
Zhun Fan, Wenji Li, Zhaojun Wang, Yutong Yuan, Fuzan Sun, Zhi Yang, Jie Ruan, Zhaocheng Li, Erik Goodman

* 11 pages, 3 tables 

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NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search


Oct 08, 2018
Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh Dhebar, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf


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MOEA/D with Angle-based Constrained Dominance Principle for Constrained Multi-objective Optimization Problems


Feb 10, 2018
Zhun Fan, Yi Fang, Wenji Li, Xinye Cai, Caimin Wei, Erik Goodman


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Modeling and Multi-objective Optimization of a Kind of Teaching Manipulator


Jan 31, 2018
Zhun Fan, Yugen You, Haodong Zheng, Guijie Zhu, Wenji Li, Shen Chen, Kalyanmoy Deb, Erik Goodman


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An Improved Epsilon Constraint-handling Method in MOEA/D for CMOPs with Large Infeasible Regions


Jul 27, 2017
Zhun Fan, Wenji Li, Xinye Cai, Han Huang, Yi Fang, Yugen You, Jiajie Mo, Caimin Wei, Erik Goodman

* 17 pages, 7 figures and 6 tables 

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A New Repair Operator for Multi-objective Evolutionary Algorithm in Constrained Optimization Problems


Apr 01, 2015
Zhun Fan, Wenji Li, Xinye Cai, Huibiao Lin, Shuxiang Xie, Erik Goodman

* 8 pages 

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