Feature Selection based on manifold-learning with dynamic constraint handling differential evolution

2014 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2014.6900508 ◽

2014 ◽

Author(s):

Zhihui Li ◽

Zhigang Shang ◽

B. Y. Qu ◽

J. J. Liang

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Manifold Learning ◽

Constraint Handling ◽

Dynamic Constraint

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Differential evolution with dynamic constraint-handling mechanism

IEEE Congress on Evolutionary Computation ◽

10.1109/cec.2010.5586539 ◽

2010 ◽

Author(s):

Zhihui Li ◽

J. J. Liang ◽

Xi He ◽

Zhigang Shang

Keyword(s):

Differential Evolution ◽

Constraint Handling ◽

Dynamic Constraint ◽

Handling Mechanism

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An improved differential evolution for constrained optimization with dynamic constraint-handling mechanism

2012 IEEE Congress on Evolutionary Computation ◽

10.1109/cec.2012.6256151 ◽

2012 ◽

Author(s):

Zhihui Li ◽

Zhigang Shang ◽

J.J. Liang ◽

Ben Niu

Keyword(s):

Differential Evolution ◽

Constrained Optimization ◽

Constraint Handling ◽

Dynamic Constraint ◽

Handling Mechanism

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Differential evolution using novel individual evaluation and constraint handling techniques for constrained optimization

Soft Computing ◽

10.1007/s00500-021-05831-0 ◽

2021 ◽

Author(s):

Erping Song ◽

Hecheng Li

Keyword(s):

Differential Evolution ◽

Constrained Optimization ◽

Constraint Handling ◽

Individual Evaluation

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Semi-supervised multi-label feature selection with adaptive structure learning and manifold learning

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.106757 ◽

2021 ◽

pp. 106757

Author(s):

Sitao Lv ◽

Shengfei Shi ◽

Hongzhi Wang ◽

Feng Li

Keyword(s):

Feature Selection ◽

Manifold Learning ◽

Structure Learning ◽

Adaptive Structure

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Wrapper-based feature selection via differential evolution: benchmarking different discretisation techniques

2020 International Conference on Smart Systems and Technologies (SST) ◽

10.1109/sst49455.2020.9263700 ◽

2020 ◽

Author(s):

Bruno Zoric ◽

Drazen Bajer ◽

Mario Dudjak

Keyword(s):

Feature Selection ◽

Differential Evolution

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Multi-label feature selection via feature manifold learning and sparsity regularization

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-017-0647-y ◽

2017 ◽

Vol 9 (8) ◽

pp. 1321-1334 ◽

Author(s):

Zhiling Cai ◽

William Zhu

Keyword(s):

Feature Selection ◽

Manifold Learning ◽

Sparsity Regularization

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Unsupervised feature selection using an improved version of Differential Evolution

Expert Systems with Applications ◽

10.1016/j.eswa.2014.12.010 ◽

2015 ◽

Vol 42 (8) ◽

pp. 4042-4053 ◽

Author(s):

Tapas Bhadra ◽

Sanghamitra Bandyopadhyay

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Unsupervised Feature Selection

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Constraint-handling techniques within differential evolution for solving process engineering problems

Applied Soft Computing ◽

10.1016/j.asoc.2021.107442 ◽

2021 ◽

pp. 107442

Author(s):

Victor H. Cantú ◽

Catherine Azzaro-Pantel ◽

Antonin Ponsich

Keyword(s):

Differential Evolution ◽

Process Engineering ◽

Constraint Handling ◽

Engineering Problems

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Self-adaptive differential evolution for feature selection in hyperspectral image data

Applied Soft Computing ◽

10.1016/j.asoc.2012.11.042 ◽

2013 ◽

Vol 13 (4) ◽

pp. 1969-1977 ◽

Author(s):

Ashish Ghosh ◽

Aloke Datta ◽

Susmita Ghosh

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Hyperspectral Image ◽

Hyperspectral Image Data ◽

Adaptive Differential Evolution ◽

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Elitism based Multi-Objective Differential Evolution for feature selection: A filter approach with an efficient redundancy measure

Journal of King Saud University - Computer and Information Sciences ◽

10.1016/j.jksuci.2017.08.001 ◽

2020 ◽

Vol 32 (2) ◽

pp. 174-187 ◽

Author(s):

Subrat Kumar Nayak ◽

Pravat Kumar Rout ◽

Alok Kumar Jagadev ◽

Tripti Swarnkar

Keyword(s):

Feature Selection ◽

Differential Evolution ◽

Multi Objective ◽

Filter Approach

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