Arina Buzdalova
Orcid: 0000-0002-0438-0106
According to our database1,
Arina Buzdalova
authored at least 32 papers
between 2011 and 2022.
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Bibliography
2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Blending Dynamic Programming with Monte Carlo Simulation for Bounding the Running Time of Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Offspring population size matters when comparing evolutionary algorithms with self-adjusting mutation rates.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Illustrating the trade-off between time, quality, and success probability in heuristic search: a discussion paper.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Runtime analysis of a population-based evolutionary algorithm with auxiliary objectives selected by reinforcement learning.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
2017
Reinforcement Learning Based Dynamic Selection of Auxiliary Objectives with Preserving of the Best Found Solution.
CoRR, 2017
Reinforcement learning based dynamic selection of auxiliary objectives with preservation of the best found solution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Selection of Auxiliary Objectives Using Landscape Features and Offline Learned Classifier.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017
Runtime Analysis of Random Local Search on JUMP function with Reinforcement Based Selection of Auxiliary Objectives.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Runtime analysis of different Approaches to select conflicting auxiliary objectives in the generalized OneMax problem.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dynamic Discretization of Parameter Range.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Fitness-Dependent Hybridization of Clonal Selection Algorithm and Random Local Search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
2015
AquaBridge: A novel method for systematic search of structural water molecules within the protein active sites.
J. Comput. Chem., 2015
Selection of Auxiliary Objectives in the Travelling Salesman Problem using Reinforcement Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Analysis of Q-learning with random exploration for selection of auxiliary objectives in random local search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Improved Selection of Auxiliary Objectives Using Reinforcement Learning in Non-stationary Environment.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
NSGA-II implementation details may influence quality of solutions for the job-shop scheduling problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
2013
Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
A First Step towards the Runtime Analysis of Evolutionary Algorithm Adjusted with Reinforcement Learning.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Generation of tests for programming challenge tasks using multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Increasing Efficiency of Evolutionary Algorithms by Choosing between Auxiliary Fitness Functions with Reinforcement Learning.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011