Large-Scale Estimation of Distribution Algorithms with Adaptive Heavy Tailed Random Projection Ensembles
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Computer Science and Technology"
DOI: 10.1007/s11390-019-1973-1
Abstract: We present new variants of Estimation of Distribution Algorithms (EDA) for large-scale continuous optimisation that extend and enhance a recently proposed random projection (RP) ensemble based approach. The main novelty here is to depart from… read more here.
Keywords: large scale; estimation distribution; random projection; heavy tailed ... See more keywords
Semiparametric Estimation of the Distribution of Episodically Consumed Foods Measured With Error
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2020.1787840
Abstract: Dietary data collected from 24-hour dietary recalls are observed with significant measurement errors. In the nonparametric curve estimation literature, much of the effort has been devoted to design... read more here.
Keywords: estimation; estimation distribution; semiparametric estimation; distribution episodically ... See more keywords
An Estimation of Distribution Algorithm With Filtering and Learning
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2020.3019694
Abstract: 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… read more here.
Keywords: estimation; estimation distribution; distribution algorithm; process ... See more keywords
Estimation of Distribution Algorithms with Fuzzy Sampling for Stochastic Programming Problems
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10196937
Abstract: Generating practical methods for simulation-based optimization has attracted a great deal of attention recently. In this paper, the estimation of distribution algorithms are used to solve nonlinear continuous optimization problems that contain noise. One common… read more here.
Keywords: stochastic programming; proposed methods; estimation distribution; programming problems ... See more keywords
An Enhanced Estimation of Distribution Algorithm for Energy-Efficient Job-Shop Scheduling Problems with Transportation Constraints
Sign Up to like & getrecommendations! Published in 2019 at "Sustainability"
DOI: 10.3390/su11113085
Abstract: Nowadays, the manufacturing industry faces the challenge of reducing energy consumption and the associated environmental impacts. Production scheduling is an effective approach for energy-savings management. During the entire workshop production process, both the processing and… read more here.
Keywords: transportation; distribution algorithm; estimation distribution; energy ... See more keywords