Research output per year
Research output per year
Personal profile
Research interests
My main research interests are in theory of evolutionary computation and randomized search heuristics. Currently I am working on the analysis of competitive co-evolutionary algorithms.
Keywords
- QA75 Electronic computers. Computer science
- evolutionary computation
- runtime analysis
- coevolutionary algorithms
- evolutionary algorithms
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Collaborations and top research areas from the last five years
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Analysis of a Pairwise Dominance Coevolutionary Algorithm with Spatial Topology
Hevia Fajardo, M., Lehre, P. K., Toutouh, J., Hemberg, E. & O'Reilly, U-M., 17 Feb 2024, Genetic Programming Theory and Practice XX. Winkler, S., Trujillo, L., Ofria, C. & Hu, T. (eds.). 1 ed. Springer Singapore, p. 19-44 26 p. (Genetic and Evolutionary Computation).Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt
Lehre, P. K., Fajardo, M. H., Toutouh, J., Hemberg, E. & O'Reilly, U-M., 12 Jul 2023, GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference. Association for Computing Machinery (ACM), p. 1027-1035 9 p. (GECCO: Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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How Fitness Aggregation Methods Affect the Performance of Competitive CoEAs on Bilinear Problems
Hevia Fajardo, M. & Lehre, P. K., 12 Jul 2023, GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference. Association for Computing Machinery (ACM), p. 1593-1601 9 p. (GECCO: Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile5 Downloads (Pure) -
Runtime Analysis of a Co-Evolutionary Algorithm: Overcoming Negative Drift in Maximin-Optimisation
Hevia Fajardo, M., Lehre, P. K. & Lin, S., 24 Jul 2023, GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. Association for Computing Machinery (ACM), p. 819–822 4 p. (GECCO: Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Runtime Analysis of a Co-Evolutionary Algorithm: Overcoming Negative Drift in Maximin-Optimisation
Hevia Fajardo, M., Lehre, P. K. & Lin, S., 30 Aug 2023, FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. Association for Computing Machinery (ACM), p. 73–83 11 p. (FOGA: Foundations of Genetic Algorithms).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile63 Downloads (Pure)