Diferencialna evolucija
Slike simbolizirajo raziskovalno delo laboratorija in so ustvarjene s pomočjo AI
Povezave
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Objave
Improving mutation strategies in differential evolution with a new pbest selection mechanism Journal Article
In: Applied Soft Computing, pp. 113978, 2025, ISSN: 1568-4946.
Comparative Study of Modern Differential Evolution Algorithms: Perspectives on Mechanisms and Performance Journal Article
In: Mathematics, vol. 13, no. 10, pp. 1556, 2025.
2025, visited: 06.05.2025.
In: Mathematics, vol. 13, no. 10, 2025, (All Open Access, Gold Open Access, Green Open Access).
Analysis based on statistical distributions: A practical approach for stochastic solvers using discrete and continuous problems Journal Article
In: Information Sciences, vol. 633, pp. 469–490, 2023.
Improvement in Continuous Black-box Setting Search Performance by Tuning L-SHADE Differential Evolution Historical Memory Size Parameter Proceedings Article
In: pp. 187 – 190, 2023.
Self-adaptive differential evolution algorithm with population size reduction for single objective bound-constrained optimization: Algorithm j21 Proceedings Article
In: 2021 IEEE congress on evolutionary computation (CEC), pp. 817–824, IEEE 2021, ISBN: 978-1-7281-8393-0.
Differential evolution algorithm for single objective bound-constrained optimization: Algorithm j2020 Proceedings Article
In: 2020 IEEE congress on evolutionary computation (CEC), pp. 1-8, IEEE 2020.
Two-phase protein folding optimization on a three-dimensional AB off-lattice model Journal Article
In: Swarm and Evolutionary Computation, vol. 57, pp. 100708, 2020.
Population size in differential evolution Proceedings Article
In: Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing: 7th International Conference, SEMCCO 2019, and 5th International Conference, FANCCO 2019, Maribor, Slovenia, July 10–12, 2019, Revised Selected Papers 7, pp. 21–30, Springer 2020, ISBN: 978-3-030-37838-7.
Wrapper-based feature selection using self-adaptive differential evolution Proceedings Article
In: International Conference on Swarm, Evolutionary, and Memetic Computing, pp. 135–154, Springer 2020.
Improving statistical machine translation quality using differential evolution Journal Article
In: Informatica, vol. 30, no. 4, pp. 629–645, 2019.
In: Swarm and Evolutionary Computation, vol. 50, pp. 100428, 2019.
Distance based parameter adaptation for Success-History based Differential Evolution Journal Article
In: Swarm and Evolutionary Computation, vol. 50, 2019.
The 100-digit challenge: Algorithm jDE100 Proceedings Article
In: 2019 IEEE congress on evolutionary computation (CEC), pp. 19–26, IEEE 2019.
Success history applied to expert system for underwater glider path planning using differential evolution Journal Article
In: Expert Systems with Applications, vol. 119, pp. 155 – 170, 2019.
Analiza algoritma jDE100 za enokriterijsko globalno optimizacijo z realnimi vrednostmi Proceedings Article
In: Proceedings of the Twenty-eight International Electrotechnical and Computer Science Conference ERK 2019, pp. 215-218, Slovenian Section IEEE, 2019, ISSN: 2591-0442.
Differential Evolution and Large-Scale Optimization Applications Journal Article
In: IGI Global, InfoSci-Videos, 2019.
On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design Proceedings Article
In: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1-5, 2018.
Protein folding optimization using differential evolution extended with local search and component reinitialization Journal Article
In: Information Sciences, vol. 454, pp. 178–199, 2018.
Differential Evolution and Systems, Signals, and Image Processing – Tutorial Proceedings Article
In: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1-28, 2018.
Differential Evolution for Evolutionary Computation Challenges: examples from tree growth, energy scheduling, and deep ocean underwater robotics – Tutorial Proceedings Article
In: 24th International Conference on Soft Computing, pp. 1-1, 2018.
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.
Single objective real-parameter optimization: Algorithm jSO Proceedings Article
In: 2017 IEEE congress on evolutionary computation (CEC), pp. 1311–1318, IEEE 2017.
Adaptive Constraint Handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization Proceedings Article
In: Proceedings of the 2017 IEEE Congress on Evolutionary Computation, pp. 2443–2450, 2017.
Success Clusters in Differential Evolution Proceedings Article
In: IEEE SSCI2016 Symposium Series on Computational Intelligence, December 6-9, 2016, Athens, Greece, 2017.
Distance based parameter adaptation for differential evolution Proceedings Article
In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017, ISBN: 978-1-5386-2726-6.
A hybrid differential evolution for optimal multilevel image thresholding Journal Article
In: Expert Systems with Applications, vol. 65, pp. 221–232, 2016.
Tiled EvoLisa Image Evolution With Blending Triangle Brushstrokes and Gene Compression DE Proceedings Article
In: IEEE Congress on Evolutionary Computation (CEC) 2016, pp. 2618-2625, 2016.
Differential evolution for protein folding optimization based on a three-dimensional AB off-lattice model Journal Article
In: Journal of molecular modeling, vol. 22, pp. 1–15, 2016.
Constrained Differential Evolution Optimization for Underwater Glider Path Planning in Sub-mesoscale Eddy Sampling Journal Article
In: Applied Soft Computing, vol. 42, pp. 93-118, 2016.
Self-adaptive control parameters' randomization frequency and propagations in differential evolution Journal Article
In: Swarm and Evolutionary Computation, vol. 25, pp. 72-99, 2015.
Differential Evolution Control Parameters Study for Self-Adaptive Triangular Brushstrokes Journal Article
In: Informatica – An International Journal of Computing and Informatics, vol. 39, iss. 2, pp. 105-113, 2015.
Short-term combined economic and emission hydrothermal optimization by surrogate differential evolution Journal Article
In: Applied Energy, vol. 141, pp. 42-56, 2015.
The usage of differential evolution in a statistical machine translation Journal Article
In: Proceedings, December, 2014, (IEEE SSCI 2014-2014 IEEE Symposium Series on Computational Intelligence-SDE 2014: 2014 IEEE Symposium on Differential Evolution).
Vectorized Procedural Models for Animated Trees Reconstruction using Differential Evolution Journal Article
In: Information Sciences, vol. 278, pp. 1-21, 2014.
In: Applied Soft Computing, vol. 24, pp. 95–108, 2014.
Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization Proceedings Article
In: 2013 IEEE congress on evolutionary computation, pp. 1925 – 1931, IEEE 2013.
Tree Model Reconstruction Innovization Using Multi-objective Differential Evolution Proceedings Article
In: 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, Australia, pp. 575-582, 2012.
Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction Journal Article
In: Applied Soft Computing, vol. 11, iss. 8, pp. 4904-4912, 2011.
Tuning chess evaluation function parameters using differential evolution algorithm Journal Article
In: Informatica, vol. 35, no. 2, 2011.
Large scale global optimization using self-adaptive differential evolution algorithm Proceedings Article
In: IEEE congress on evolutionary computation, pp. 1-8, IEEE 2010.
History mechanism supported differential evolution for chess evaluation function tuning Journal Article
In: Soft Computing, vol. 15, pp. 667–683, 2010.
Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization Proceedings Article
In: IEEE Congress on Evolutionary Computation (CEC) 2009, pp. 195-202, 2009.
Dynamic optimization using self-adaptive differential evolution Proceedings Article
In: 2009 IEEE congress on evolutionary computation, pp. 415–422, IEEE 2009.
Ratingiranje pri uglaševanju šahovskega programa z algoritmom diferencialne evolucije Proceedings Article
In: Zajc, Baldomir; Trost, Andrej (Ed.): Zbornik sedemnajste mednarodne Elektrotehniške in računalniške konference ERK, pp. 123–126, 2008.
An adaptive differential evolution algorithm with opposition-based mechanisms, applied to the tuning of a chess program Journal Article
In: Advances in Differential Evolution, pp. 287–298, 2008.
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.
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.