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Bibliografija

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2019

Adam Viktorin; Roman Senkerik; Michal Pluhacek; Tomas Kadavy; Ales Zamuda

Distance based parameter adaptation for Success-History based Differential Evolution Journal Article

In: Swarm and Evolutionary Computation, vol. 50, 2019.

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Janez Brest; Mirjam Sepesy Maučec; Borko Bošković

The 100-digit challenge: Algorithm jDE100 Proceedings Article

In: 2019 IEEE congress on evolutionary computation (CEC), pp. 19–26, IEEE 2019.

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2017

Uroš Mlakar; Iztok Fister; Janez Brest; Božidar Potočnik

Multi-objective differential evolution for feature selection in facial expression recognition systems Journal Article

In: Expert Systems with Applications, vol. 89, pp. 129–137, 2017.

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Janez Brest; Mirjam Sepesy Maučec; Borko Bošković

Single objective real-parameter optimization: Algorithm jSO Proceedings Article

In: 2017 IEEE congress on evolutionary computation (CEC), pp. 1311–1318, IEEE 2017.

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2016

Uroš Mlakar; Božidar Potočnik; Janez Brest

A hybrid differential evolution for optimal multilevel image thresholding Journal Article

In: Expert Systems with Applications, vol. 65, pp. 221–232, 2016.

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Janez Brest; Mirjam Sepesy Maučec; Borko Bošković

iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization Proceedings Article

In: 2016 IEEE congress on evolutionary computation (CEC), pp. 1188–1195, IEEE 2016.

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2015

Aleš Zamuda; Janez Brest

Self-adaptive control parameters' randomization frequency and propagations in differential evolution Journal Article

In: Swarm and Evolutionary Computation, vol. 25, pp. 72-99, 2015.

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2013

Iztok Fister; Iztok Fister Jr; Xin-She Yang; Janez Brest

A comprehensive review of firefly algorithms Journal Article

In: Swarm and evolutionary computation, vol. 13, pp. 34–46, 2013.

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Iztok Fister Jr; Xin-She Yang; Iztok Fister; Janez Brest; Dušan Fister

A brief review of nature-inspired algorithms for optimization Journal Article

In: Elektrotehniški vestnik, vol. 80, iss. 3, pp. 116–122, 2013.

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2010

Janez Brest; Mirjam Sepesy Maučec

Self-adaptive differential evolution algorithm using population size reduction and three strategies Journal Article

In: Soft Computing, vol. 15, no. 11, pp. 2157–2174, 2010.

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2009

Janez Brest; Ales Zamuda; Borko Bošković; Mirjam Sepesy Maučec; Viljem Žumer

Dynamic optimization using self-adaptive differential evolution Proceedings Article

In: 2009 IEEE congress on evolutionary computation, pp. 415–422, IEEE 2009.

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2008

Aleš Zamuda; Janez Brest; Borko Bošković; Viljem Žumer

Large Scale Global Optimization Using Differential Evolution with Self-adaptation and Cooperative Co-evolution Proceedings Article

In: 2008 IEEE World Congress on Computational Intelligence, pp. 3719-3726, 2008.

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Janez Brest; Aleš Zamuda; Borko Bošković; Mirjam Sepesy Maučec; Viljem Žumer

High-dimensional real-parameter optimization using self-adaptive differential evolution algorithm with population size reduction Proceedings Article

In: 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence), pp. 2032–2039, IEEE 2008.

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2007

Janez Brest; Mirjam Sepesy Maučec

Population size reduction for the differential evolution algorithm Journal Article

In: Applied Intelligence, vol. 29, pp. 228–247, 2007.

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2006

Janez Brest; Sašo Greiner; Borko Bošković; Marjan Mernik; Viljem Žumer

Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems Journal Article

In: IEEE transactions on evolutionary computation, vol. 10, no. 6, pp. 646–657, 2006.

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Janez Brest; Viljem Zumer; Mirjam Sepesy Maučec

Self-adaptive differential evolution algorithm in constrained real-parameter optimization Proceedings Article

In: 2006 IEEE international conference on evolutionary computation, pp. 215–222, IEEE 2006.

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Janez Brest; Borko Bošković; Sašo Greiner; Viljem Žumer; Mirjam Sepesy Maučec

Performance comparison of self-adaptive and adaptive differential evolution algorithms Journal Article

In: Soft Computing, vol. 11, pp. 617–629, 2006.

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