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A review of estimation of distribution algorithms in bioinformatics [PDF]
BioData Mining, 2008 Evolutionary search algorithms have become an essential asset in the algorithmic toolbox for solving high-dimensional optimization problems in across a broad range of bioinformatics problems.
Armañanzas Rubén +10 more
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Multimodal Estimation of Distribution Algorithms [PDF]
IEEE Transactions on Cybernetics, 2017 Taking the advantage of estimation of distribution algorithms (EDAs) in preserving high diversity, this paper proposes a multimodal EDA. Integrated with clustering strategies for crowding and speciation, two versions of this algorithm are developed, which operate at the niche level.
Qiang Yang +2 more
exaly +6 more sources
Theory of Estimation-of-Distribution Algorithms [PDF]
Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2019 This is a preliminary version of a chapter in the upcoming book "Theory of Randomized Search Heuristics in Discrete Search Spaces", edited by Benjamin Doerr and Frank Neumann, to be published by ...
Martin S. Krejca, Carsten Witt
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An Estimation of Distribution Algorithm for Permutation Flow-Shop Scheduling Problem
Systems, 2023 Estimation of distribution algorithms (EDAs) is a subset of evolutionary algorithms widely used in various optimization problems, known for their favorable results.
Sami Lemtenneche +2 more
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Significance-Based Estimation-of-Distribution Algorithms [PDF]
IEEE Transactions on Evolutionary Computation, 2018 Estimation-of-distribution algorithms (EDAs) are randomized search heuristics that create a probabilistic model of the solution space, which is updated iteratively, based on the quality of the solutions sampled according to the model. As previous works show, this iteration-based perspective can lead to erratic updates of the model, in particular, to ...
Doerr, Benjamin, Krejca, Martin
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A Radial Hybrid Estimation of Distribution Algorithm for the Truck and Trailer Routing Problem
Mathematical and Computational Applications, 2023 The truck and trailer routing problem (TTRP) has been widely studied under different approaches. This is due to its practical characteristic that makes its research interesting.
Ricardo Pérez-Rodríguez +1 more
doaj +1 more source
IEEE Access, 2023 This paper concerns the multi-UAV cooperative path planning problem, which is solved by multi-objective optimization and by an adaptive evolutionary multi-objective estimation of distribution algorithm (AEMO-EDA).
Ren Yuhang, Zhang Liang
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An Estimation of Distribution Algorithm With Filtering and Learning [PDF]
IEEE Transactions on Automation Science and Engineering, 2021 Estimation of distribution algorithm (EDA) is an efficient population-based stochastic search technique. Since it was proposed, many attempts have been made to improve its performance in the context of nonlinear continuous optimization. However, the success of EDA depends on the accuracy of modeling, the effectiveness of sampling, and the ability of ...
Lixin Tang 0002 +3 more
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Experimental analysis of a statistical multiploid genetic algorithm for dynamic environments
Engineering Science and Technology, an International Journal, 2022 Dynamic environments are still a big challenge for optimization algorithms. In this paper, a Genetic Algorithm using both Multiploid representation and the Bayesian Decision method is proposed.
Emrullah Gazioğlu, A.Sima Etaner-Uyar
doaj +1 more source
Sensors, 2021 Orthogonal frequency division multiplexing (OFDM) has been widely adopted in underwater acoustic (UWA) communication due to its good anti-multipath performance and high spectral efficiency.
Shuaijun Wang, Mingliu Liu, Deshi Li
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