An improved differential evolution with cluster decomposition algorithm for automatic clustering
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-018-3496-z
Abstract: This study proposes an improved differential evolution (DE) algorithm to solve an automatic clustering problem. Automatic clustering is a clustering technique in data mining which can automatically define the best number of clusters, as well… read more here.
Keywords: automatic clustering; algorithm automatic; improved differential; differential evolution ... See more keywords
Dynamic economic dispatch based on improved differential evolution algorithm
Sign Up to like & getrecommendations! Published in 2018 at "Cluster Computing"
DOI: 10.1007/s10586-018-1733-y
Abstract: Dynamic economic dispatch optimum scheduling of power plant generation is of great importance to electric utility systems, it is difficult to solve because of its complex structure, variable parameter, nonlinear characteristics et al. Based on… read more here.
Keywords: improved differential; dispatch; economic dispatch; dynamic economic ... See more keywords
An improved differential evolution algorithm for learning high-fidelity quantum controls
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DOI: 10.1016/j.scib.2019.07.013
Abstract: Abstract Precisely and efficiently designing control pulses for the preparation of quantum states and quantum gates are the fundamental tasks for quantum computation. Gradient-based optimal control methods are the routine to design such pulses. However,… read more here.
Keywords: evolution algorithm; algorithm learning; improved differential; differential evolution ... See more keywords
Outlier detection for improved differential splicing quantification from RNA-Seq experiments with replicates
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DOI: 10.1093/bioinformatics/btx790
Abstract: Motivation A key component in many RNA-Seq-based studies is contrasting multiple replicates from different experimental conditions. In this setup, replicates play a key role as they allow to capture underlying biological variability inherent to the… read more here.
Keywords: improved differential; detection; differential splicing; outlier detection ... See more keywords
Improved Differential Evolution Algorithm for Slab Allocation and Hot-Rolling Scheduling Integration Problem
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DOI: 10.3390/math11092050
Abstract: To reduce logistics scheduling costs and energy consumption, this paper studies the slab allocation and hot-rolling scheduling integrated optimization problem that arises in practical iron and steel enterprises. In this problem, slabs are first allocated… read more here.
Keywords: problem; improved differential; evolution algorithm; differential evolution ... See more keywords