Meta-learning and Model Selection in Multi-objective Evolutionary Algorithms

2012 11th International Conference on Machine Learning and Applications ◽

10.1109/icmla.2012.78 ◽

2012 ◽

Cited By ~ 5

Author(s):

Martin Pilat ◽

Roman Neruda

Keyword(s):

Model Selection ◽

Evolutionary Algorithms ◽

Multi Objective ◽

Meta Learning

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Land-use planning via enhanced multi-objective evolutionary algorithms: optimizing the land value of major Greenfield initiatives

Journal of Land Use Science ◽

10.1080/1747423x.2016.1223187 ◽

2016 ◽

Vol 11 (5) ◽

pp. 595-617 ◽

Cited By ~ 2

Author(s):

Spiros M. Karakostas

Keyword(s):

Land Use ◽

Evolutionary Algorithms ◽

Land Use Planning ◽

Land Value ◽

Multi Objective

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Automated Test Input Generation for Convolutional Neural Networks by Implementing Multi-objective Evolutionary Algorithms

2020 Eighth International Symposium on Computing and Networking Workshops (CANDARW) ◽

10.1109/candarw51189.2020.00040 ◽

2020 ◽

Author(s):

Lingfeng ZHANG ◽

Hiroyuki SATO

Keyword(s):

Neural Networks ◽

Evolutionary Algorithms ◽

Convolutional Neural Networks ◽

Multi Objective ◽

Test Input ◽

Automated Test

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A Meta Learning Approach for Automating Model Selection in Big Data Environments using Microservice and Container Virtualization Technologies

Proceedings of the 12th International Conference on Management of Digital EcoSystems ◽

10.1145/3415958.3433072 ◽

2020 ◽

Author(s):

Shadi Shahoud ◽

Hatem Khalloof ◽

Moritz Winter ◽

Clemens Duepmeier ◽

Veit Hagenmeyer

Keyword(s):

Big Data ◽

Model Selection ◽

Learning Approach ◽

Meta Learning

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An interactive method for surrogate-assisted multi-objective evolutionary algorithms

2020 12th International Conference on Knowledge and Systems Engineering (KSE) ◽

10.1109/kse50997.2020.9287862 ◽

2020 ◽

Author(s):

Dinh Nguyen Duc ◽

Long Nguyen ◽

Kien Thai Trung

Keyword(s):

Evolutionary Algorithms ◽

Interactive Method ◽

Multi Objective

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Visual mapping of multi-objective optimization problems and evolutionary algorithms

Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion ◽

10.1145/3377929.3398104 ◽

2020 ◽

Author(s):

Kohei Yamamoto ◽

Tomoaki Takagi ◽

Keiki Takadama ◽

Hiroyuki Sato

Keyword(s):

Evolutionary Algorithms ◽

Optimization Problems ◽

Multi Objective Optimization ◽

Multi Objective ◽

Visual Mapping

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Multilayered composite structure design optimisation using distributed/parallel multi-objective evolutionary algorithms

Composite Structures ◽

10.1016/j.compstruct.2011.10.009 ◽

2012 ◽

Vol 94 (3) ◽

pp. 1087-1096 ◽

Cited By ~ 30

Author(s):

D.S. Lee ◽

C. Morillo ◽

G. Bugeda ◽

S. Oller ◽

E. Onate

Keyword(s):

Evolutionary Algorithms ◽

Composite Structure ◽

Structure Design ◽

Design Optimisation ◽

Multi Objective ◽

Multilayered Composite

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Reference point based multi-objective optimization using evolutionary algorithms

Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06 ◽

10.1145/1143997.1144112 ◽

2006 ◽

Cited By ~ 142

Author(s):

Kalyanmoy Deb ◽

J. Sundar

Keyword(s):

Evolutionary Algorithms ◽

Reference Point ◽

Multi Objective Optimization ◽

Multi Objective

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Multi-objective Full Model Selection in temporal databases: Optimizing time and performance

2016 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) ◽

10.1109/ropec.2016.7830617 ◽

2016 ◽

Cited By ~ 2

Author(s):

Nancy Perez-Castro ◽

Hector Gabriel Acosta-Mesa ◽

Efren Mezura-Montes ◽

Hugo Jair Escalante

Keyword(s):

Model Selection ◽

Temporal Databases ◽

Full Model ◽

Multi Objective ◽

And Performance

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A performance comparison of multi-objective optimization evolutionary algorithms for all-optical networks design

2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (MDCM) ◽

10.1109/smdcm.2011.5949265 ◽

2011 ◽

Cited By ~ 12

Author(s):

Danilo R. B. Araujo ◽

Carmelo J. A. Bastos-Filho ◽

Erick A. Barboza ◽

Daniel A. R. Chaves ◽

Joaquim F. Martins-Filho

Keyword(s):

Evolutionary Algorithms ◽

Optical Networks ◽

Performance Comparison ◽

Multi Objective Optimization ◽

Multi Objective ◽

All Optical ◽

A Performance

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Parallel Library of Multi-objective Evolutionary Algorithms

2009 17th Euromicro International Conference on Parallel, Distributed and Network-based Processing ◽

10.1109/pdp.2009.38 ◽

2009 ◽

Cited By ~ 2

Author(s):

Coromoto Leon ◽

Gara Miranda ◽

Eduardo Segredo ◽

Carlos Segura

Keyword(s):

Evolutionary Algorithms ◽

Multi Objective ◽

Parallel Library

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