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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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Evolution of Cooperative Hunting in Artificial Multi-layered Societies

Jun 02, 2020
Honglin Bao, Wolfgang Banzhaf

* Conflict of interest with my pervious collaborators, so I ask for pre-print retracting. Thanks 

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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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Batch Tournament Selection for Genetic Programming

Apr 18, 2019
Vinicius V. Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf


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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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Drone Squadron Optimization: a Self-adaptive Algorithm for Global Numerical Optimization

Mar 14, 2017
Vinícius Veloso de Melo, Wolfgang Banzhaf

* Neural Computing and Applications, 2017, pp 1-28 
* Short version - Full version published by Springer Neural Computing and Applications 

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"Going back to our roots": second generation biocomputing

Dec 16, 2005
Jon Timmis, Martyn Amos, Wolfgang Banzhaf, Andy Tyrrell

* Submitted to the International Journal of Unconventional Computing 

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