Towards a more practice-aware runtime analysis of evolutionary algorithms

EC Pinto, C Doerr - arXiv preprint arXiv:1812.00493, 2018 - arxiv.org
… Theory of evolutionary computation (EC) aims at providing … about the performance of
evolutionary algorithms (EAs). The predominant topic in this research domain is runtime analysis, …

Towards a more practice-aware runtime analysis of evolutionary algorithms

E Carvalho Pinto, C Doerr - arXiv e-prints, 2018 - ui.adsabs.harvard.edu
… Theory of evolutionary computation (EC) aims at providing … about the performance of
evolutionary algorithms (EAs). The predominant topic in this research domain is runtime analysis, …

First steps towards a runtime analysis of neuroevolution

P Fischer, EL Larsen, C Witt - … on Foundations of Genetic Algorithms, 2023 - dl.acm.org
analysis. We will suggest a simple optimization environment in neuroevolution inspired by
the simple evolutionary algorithms … of a more practiceaware run-time analysis for evolutionary

Fast mutation in crossover-based algorithms

D Antipov, M Buzdalov, B Doerr - … Genetic and Evolutionary Computation …, 2020 - dl.acm.org
… We note that similar modifications of algorithms were called practice-aware in [26]. We
note that there are much more ways to tune the runtime of the (1 + (𝜆, 𝜆)) GA in a practical …

Towards Self-adaptive Mutation in Evolutionary Multi-Objective Algorithms

F Ye, F Neumann, J de Nobel, A Neumann… - arXiv preprint arXiv …, 2023 - arxiv.org
Towards a more practice-aware runtime analysis of evolutionary algorithms. CoRR abs/…
Reoptimization time analysis of evolutionary algorithms on linear functions under dynamic …

The (1 + (λ, λ)) genetic algorithm for permutations

A Bassin, M Buzdalov - … the 2020 Genetic and Evolutionary Computation …, 2020 - dl.acm.org
… from the horizontal line towards the higher problem sizes. This is expected, because theoretical
investigations suggest that the performance of this algorithm with a constant population …

METHOD OF ARTIFICIAL FITNESS LEVELS FOR DYNAMICS ANALYSIS OF EVOLUTIONARY ALGORITHMS

MV Buzdalov, DV Vinokurov - Journal Scientific and Technical Of …, 2020 - ntv.ifmo.ru
Towards a more practice-aware runtime analysis of evolutionary algorithms [Электронный
ресурс]. URL: https:// … Fixedtarget runtime analysis of the (1+1) EA with resampling // Proc. …

Towards a theory-guided benchmarking suite for discrete black-box optimization heuristics: profiling (1+ λ) EA variants on OneMax and LeadingOnes

C Doerr, F Ye, S van Rijn, H Wang, T Bäck - … Evolutionary Computation …, 2018 - dl.acm.org
… used to profile the performance of evolutionary algorithms. More concretely, we study the
optimization behavior of … Discussion of a More PracticeAware Runtime Analysis for Evolutionary

Fixed-target runtime analysis

M Buzdalov, B Doerr, C Doerr… - … Evolutionary Computation …, 2020 - dl.acm.org
Runtime analysis aims at contributing to our understanding of evolutionary algorithms through
mathematical analyses … In the context of discrete optimization problems, runtime analysis

[CITATION][C] Towards a more practice-aware runtime analysis of evolutionary algorithms (2018)

E Carvalho Pinto, C Doerr - 1812