• Suche: "Estimation of Distribution Algorithms"

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Hot off the Press: Runtime Analysis of the Compact Genetic Algorithm on the LeadingOnes Benchmark
Chwiałkowski, Marcel ; Doerr, Benjamin ; Krejca, Martin, S ; et al.
The Genetic and Evolutionary Computation Conference (GECCO '25). :15-16

Malaga, Spain LeadingOnes runtime analysis compact genetic algorith... Estimation-of-distributi... [INFO.INFO-DS]Computer S... …
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2

Estimation-of-Distribution Algorithms for Multi-Valued Decision Variables
Ben Jedidia, Firas ; Doerr, Benjamin ; Krejca, Martin, S ; et al.
Genetic and Evolutionary Computation Conference (GECCO ’23). :230-238

Lisbonne, Portugal Estimation-of-distributi... univariate marginal dist... evolutionary algorithms genetic drift LeadingOnes benchmark …
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4

From understanding genetic drift to a smart-restart parameter-less compact genetic algorithm
Doerr, Benjamin ; Zheng, Weijie ; Laboratoire d'informatique de l'École polytechnique [Palaiseau] (LIX) ; et al.
GECCO '20: Genetic and Evolutionary Computation Conference. :805-813

Online, Mexico Estimation-of-distributi... Estimation-of-distributi... parameter-less algorithm empirical study theory …
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5

Bivariate estimation-of-distribution algorithms can find an exponential number of optima
Doerr, Benjamin ; Krejca, Martin, S ; Laboratoire d'informatique de l'École polytechnique [Palaiseau] (LIX) ; et al.
GECCO '20: Genetic and Evolutionary Computation Conference. :796-804

Cancún (on line), Mexico... Experimentation Estimation-of-distributi... probabilistic model buil... empirical study [INFO]Computer Science [...
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6

The Compact Genetic Algorithm Struggles on Cliff Functions
Neumann, Frank ; Sudholt, Dirk ; Witt, Carsten
Algorithmica. 87(4):507-536

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7

General Univariate Estimation-of-Distribution Algorithms
Doerr, Benjamin ; Dufay, Marc ; Laboratoire d'informatique de l'École polytechnique [Palaiseau] (LIX) ; et al.
Parallel Problem Solving from Nature (PPSN 2022), Sep 2022, Dortmund, Germany. ⟨10.1007/978-3-031-14721-0_33⟩

Dortmund, Germany theory running time analysis genetic drift Estimation of distributi... [INFO]Computer Science [...
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8

Semiparametric Estimation of Distribution Algorithms for Continuous Optimization
Vicente P. Soloviev ; Concha Bielza ; Pedro Larrañaga
IEEE Transactions on Evolutionary Computation, ISSN 1941-0026, 2024, Vol. 28, No. 4
Archivo Digital UPM
Universidad Politécnica de Madrid

Informática Benchmarking Semiparametric Bayesian... Matemáticas 0202 electrical engineer... 02 engineering and techn... …
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9

From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms *
Doerr, Benjamin ; Zheng, Weijie ; École polytechnique (X) ; et al.

Estimation-of-distributi... Estimation-of-distributi... genetic drift restart strategy randomized search heuris... theory of computing …
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10

DGS-EDA: A double-guided sampling estimation of distribution algorithm for multi-robot task assignment as a permutation optimization problem
López, Blanca ; Moreno, Luis ; Monje, Concepción A.
In Swarm and Evolutionary Computation October 2025 98

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11

Unbalanced Mallows Models for Optimizing Expensive Black-Box Permutation Problems
Irurozki, Ekhine ; López-Ibáñez, Manuel ; Institut Polytechnique de Paris (IP Paris) ; et al.
The Genetic and Evolutionary Computation Conference (GECCO21).

Lille, France Estimation of distributi... Expensive blackbox optim... Bayesian optimization Combinatorial optimizati... [INFO.INFO-AI]Computer S... …
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12

Minimum-Fuel Low-Thrust Trajectory Optimization via a Direct Adaptive Evolutionary Approach
Abolfazl Shirazi
BIRD. BCAM's Institutional Repository Data
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Optimization Astrodynamics Evolutionary Algorithm Aerospace Engineering Spacecraft 7. Clean energy …
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13

Estimation-of-Distribution Algorithms for Multi-Valued Decision Variables
Ben Jedidia, Firas ; Doerr, Benjamin ; Krejca, Martin, S ; et al.
Theoretical Computer Science. 1003:114622-114622

LeadingOnes benchmark genetic drift evolutionary algorithms univariate marginal dist... estimation-of-distributi... [INFO.INFO-NE]Computer S... …
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14

Estimation-of-Distribution Algorithms: Theory and Applications (Dagstuhl Seminar 25092)
Ceberio Uribe, Josu ; Doerr, Benjamin ; McCall, John ; et al.

machine learning heuristic search and opt... probabilistic model buil... estimation-of-distributi... ddc:004
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15

Adaptive Estimation of Distribution Algorithms for Low-Thrust Trajectory Optimization
Abolfazl Shirazi
BIRD. BCAM's Institutional Repository Data
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Optimization Astrodynamics 0203 mechanical engineer... 0103 physical sciences Evolutionary Algorithm Aerospace Engineering …
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16

Automatic Neural Architecture Search Based on an Estimation of Distribution Algorithm for Binary Classification of Image Databases
Erick Franco-Gaona ; Maria Susana Avila-Garcia ; Ivan Cruz-Aceves
Mathematics ; Volume 13 ; Issue 4 ; Pages: 605

Boltzmann Univariate Mar... classification convolutional neural net... estimation of distributi... neural architecture sear...
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17

Keep it unbiased: a comparison between estimation of distribution algorithms and deep learning for human interaction-free side-channel analysis
Rioja, Unai ; Batina, Lejla ; Armendariz, Igor ; et al.
Journal of Cryptographic Engineering. :1-13

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18

Bivariate Estimation-of-Distribution Algorithms Can Find an Exponential Number of Optima
Doerr, Benjamin ; Krejca, Martin, S ; Laboratoire d'informatique de l'École polytechnique [Palaiseau] (LIX) ; et al.
Theoretical Computer Science. :114074-114074

estimation-of-distributi... estimation-of-distributi... probabilistic model buil... multimodal optimization [INFO]Computer Science [...
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19

An Adaptive Evolutionary Multi-Objective Estimation of Distribution Algorithm and Its Application to Multi-UAV Path Planning
Ren Yuhang ; Zhang Liang
IEEE Access, Vol 11, Pp 50038-50051 (2023)

evolutionary algorithm multi-objective optimiza... Multiple UAVs collaborative path plann... Electrical engineering.... estimation of distributi... …
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20

How majority-vote crossover and estimation-of-distribution algorithms cope with fitness valleys
Carsten Witt
Witt, C 2023, ' How Majority-Vote Crossover and Estimation-of-Distribution Algorithms Cope with Fitness Valleys ', Theoretical Computer Science, vol. 940, pp. 18-42 . https://doi.org/10.1016/j.tcs.2022.08.014

Estimation-of-distributi... Multimodal functions Crossover 0202 electrical engineer... Randomized search heuris... Runtime analysis …
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