Effect of optimization methods on Hansen solubility ellipsoids
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Applied Polymer Science"
DOI: 10.1002/app.44621
Abstract: In Hansen solubility parameters (HSPs) space, the solubility region of a solute is modeled as an axis-aligned ellipsoid, of which Hansen sphere is a special case. The solubility ellipsoids of six materials are determined by… read more here.
Keywords: optimization methods; hansen solubility; solubility; solubility ellipsoids ... See more keywords
An automatic learning rate decay strategy for stochastic gradient descent optimization methods in neural networks
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22883
Abstract: Stochastic Gradient Descent (SGD) series optimization methods play the vital role in training neural networks, attracting growing attention in science and engineering fields of the intelligent system. The choice of learning rates affects the convergence… read more here.
Keywords: neural networks; optimization methods; learning rate; rate decay ... See more keywords
Advanced optimization methods for fractional slot concentrated windings
Sign Up to like & getrecommendations! Published in 2019 at "Electrical Engineering"
DOI: 10.1007/s00202-019-00760-6
Abstract: Usage of fractional slot concentrated windings (FSCWs) in electrical machines offers several advantages due to their simplicity and compactness. However, the magnetic field of FSCWs has more space harmonics, including sub-harmonics that lead to undesirable… read more here.
Keywords: optimization methods; harmonics; slot concentrated; concentrated windings ... See more keywords
Improved optimization methods for image registration problems
Sign Up to like & getrecommendations! Published in 2018 at "Numerical Algorithms"
DOI: 10.1007/s11075-018-0486-2
Abstract: In this paper, we propose new multilevel optimization methods for minimizing continuously differentiable functions obtained by discretizing models for image registration problems. These multilevel schemes rely on a novel two-step Gauss-Newton method, in which a… read more here.
Keywords: optimization methods; registration problems; image registration;
Energy-efficient QoS-based OCDMA networks aided by nonlinear programming methods
Sign Up to like & getrecommendations! Published in 2019 at "AEU - International Journal of Electronics and Communications"
DOI: 10.1016/j.aeue.2018.11.007
Abstract: Abstract One of the advantages of the optical code division multiple access (OCDMA) system networks over other multiple access methods is the ability to provide differentiated classes of quality of service (QoS) for different users.… read more here.
Keywords: optimization; programming; optimization methods; energy efficient ... See more keywords
Embedded optimization methods for industrial automatic control
Sign Up to like & getrecommendations! Published in 2017 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2017.08.1946
Abstract: Abstract Starting in the late 1970s, optimization-based control has built up an impressive track record of successful industrial applications, in particular in the petrochemical and process industries. More recently, optimization methods for automatic control are… read more here.
Keywords: methods industrial; optimization methods; automatic control; optimization ... See more keywords
Solar photovoltaic energy optimization methods, challenges and issues: A comprehensive review
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2020.125465
Abstract: Abstract The implementation of renewable energy brings numerous advantages including reduction of power transmission cost and minimization of the global warming problems. The investigation of the influencing operational parameters as well as optimization of the… read more here.
Keywords: energy; optimization methods; optimization; solar energy ... See more keywords
Review of design optimization methods for turbomachinery aerodynamics
Sign Up to like & getrecommendations! Published in 2017 at "Progress in Aerospace Sciences"
DOI: 10.1016/j.paerosci.2017.05.003
Abstract: Abstract In today's competitive environment, new turbomachinery designs need to be not only more efficient, quieter, and “greener” but also need to be developed at on much shorter time scales and at lower costs. A… read more here.
Keywords: optimization methods; design optimization; optimization; aerodynamics ... See more keywords
Optimization Methods in Finance
Sign Up to like & getrecommendations! Published in 2019 at "Quantitative Finance"
DOI: 10.1080/14697688.2019.1601863
Abstract: The article includes an independent, scholar review of a volume on Optimization in finance by Cambridge University Press. read more here.
Keywords: methods finance; finance; optimization methods; optimization ... See more keywords
Modeling, case studies, and optimization methods for building energy systems
Sign Up to like & getrecommendations! Published in 2018 at "Science and Technology for the Built Environment"
DOI: 10.1080/23744731.2018.1444304
Abstract: The current issue of the Science and Technology for the Built Environment presents 10 articles that cover a wide range of topics: From measuring heat gain values of office equipment to modeling phase change materials… read more here.
Keywords: studies optimization; modeling case; case studies; optimization methods ... See more keywords
Research on Optimization Methods of ELM Classification Algorithm for Hyperspectral Remote Sensing Images
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2932909
Abstract: In land-use classification of hyperspectral remote sensing (RS) images, traditional classification methods often experience large amount of datasets and low efficiency. To solve these problems, a fast machine-learning method, the extreme learning machine (ELM) algorithm,… read more here.
Keywords: optimization; hyperspectral remote; optimization methods; classification accuracy ... See more keywords