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publications

The impact of quality indicators on the rating of multi-objective evolutionary algorithms

Published in Applied Soft Computing, 2017

M. Ravber, M. Mernik, and M. Črepinšek. “The impact of quality indicators on the rating of multi-objective evolutionary algorithms.” Applied Soft Computing 55 (2017): 265-275. [Download paper here]

Ranking multi-objective evolutionary algorithms using a chess rating system with quality indicator ensemble

Published in IEEE Congress on Evolutionary Computation (CEC), 2017

M. Ravber, M. Mernik, and M. Črepinšek. “Ranking multi-objective evolutionary algorithms using a chess rating system with quality indicator ensemble.” 2017 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2017. [Download paper here]

Tuning Multi-Objective Optimization Algorithms for the Integration and Testing Order Problem

Published in International Conference on Bioinspired Methods and Their Applications, 2018

M. Ravber, M. Črepinšek, M. Mernik, and T. Kosar. “Tuning Multi-Objective Optimization Algorithms for the Integration and Testing Order Problem.” International Conference on Bioinspired Methods and Their Applications. Springer, Cham, 2018. [Download paper here]

Searching for soil models’ parameters using metaheuristics

Published in Applied Soft Computing, 2018

M. Jesenik, M. Mernik, M. Črepinšek, M. Ravber, and M. Trlep. “Searching for soil models’ parameters using metaheuristics.” Applied Soft Computing 69 (2018): 131-148. [Download paper here]

Tuning Multi-Objective Evolutionary Algorithms on Different Sized Problem Sets

Published in Mathematics, 2019

M. Črepinšek, M. Ravber, M. Mernik, and T. Kosar. “Tuning Multi-Objective Evolutionary Algorithms on Different Sized Problem Sets.” Mathematics, 7.9 (2019): 824. [Download paper here]

Long term memory assistance for evolutionary algorithms

Published in Mathematics, 2019

M. Črepinšek, S. H. Liu, M. Mernik, and M. Ravber. “Long term memory assistance for evolutionary algorithms.” Mathematics, 7(11) (2019): 1129. [Download paper here]

From grammar inference to semantic inference—An evolutionary approach

Published in Mathematics, 2020

Ž. Kovačević, M. Mernik, M. Ravber, and M. Črepinšek. “From grammar inference to semantic inference—An evolutionary approach.” Mathematics, 8(5) (2020): 816. [Download paper here]

Inferring Absolutely Non-Circular Attribute Grammars with a Memetic Algorithm

Published in Applied Soft Computing, 2021

M. Ravber, Ž. Kovačević, M. Črepinšek, and M. Mernik. “Inferring Absolutely Non-Circular Attribute Grammars with a Memetic Algorithm.” Applied Soft Computing 100 (2021), 106956. [Download paper here]

A novel direct measure of exploration and exploitation based on attraction basins

Published in Expert Systems with Applications, 2021

J. Jerebic, M. Mernik, S. Liu, M. Ravber, M. Baketarić, L. Mernik, and M. Črepinšek. “A novel direct measure of exploration and exploitation based on attraction basins.” Expert Systems with Applications 167 (2021), 114353. [Download paper here]

The Trap of Sisyphean Work in Differential Evolution and How to Avoid It

Published in Differential Evolution: From Theory to Practice, 2022

M. Črepinšek, S. H. Liu, M. Mernik, and M. Ravber. “The Trap of Sisyphean Work in Differential Evolution and How to Avoid It.” Differential Evolution: From Theory to Practice (pp. 137-174), (2022). Springer, Singapore. [Download paper here]

Automatic compiler/interpreter generation from programs for Domain-Specific Languages: Code bloat problem and performance improvement

Published in Journal of Computer Languages, 2022

Ž. Kovačević, M. Ravber, S. H. Liu, and M. Črepinšek. “Automatic compiler/interpreter generation from programs for Domain-Specific Languages: Code bloat problem and performance improvement.” Journal of Computer Languages, 70, 101105, (2022). [Download paper here]

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015