Zobrazeno 1 - 10
of 34
pro vyhledávání: '"Guan Zheng Tan"'
Autor:
Guan-zheng Tan, Ying Mei
Publikováno v:
Journal of Central South University. 25:1084-1098
To overcome the deficiencies of high computational complexity and low convergence speed in traditional neural networks, a novel bio-inspired machine learning algorithm named brain emotional learning (BEL) is introduced. BEL mimics the emotional learn
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e2a45e1f3bfa82edc8a913d44a1432ba
https://doi.org/10.1007/s11771-018-3808-6
https://doi.org/10.1007/s11771-018-3808-6
Publikováno v:
Medical & Biological Engineering & Computing. 55:33-43
Extreme learning machine (ELM) is an effective machine learning technique with simple theory and fast implementation, which has gained increasing interest from various research fields recently. A new method that combines ELM with probabilistic model
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3495947983da3e1546a4779072fdd83d
https://doi.org/10.1007/s11517-016-1493-x
https://doi.org/10.1007/s11517-016-1493-x
Publikováno v:
Journal of Central South University. 22:1809-1816
Dimensionality reduction methods play an important role in face recognition. Principal component analysis (PCA) and two-dimensional principal component analysis (2DPCA) are two kinds of important methods in this field. Recent research seems like that
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::947e37a9161ed487dbce4f59d5bfee2e
https://doi.org/10.1007/s11771-015-2699-z
https://doi.org/10.1007/s11771-015-2699-z
Publikováno v:
Journal of Central South University. 21:4210-4219
A comprehensive predictive strategy was proposed for the neutral-point balancing control of back-to-back three-level converters. The phase currents at both sides and the DC-link capacitor voltages were measured for the prediction of the neutral-point
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6415c0776c29a987dcb8fcb4072b638a
https://doi.org/10.1007/s11771-014-2417-2
https://doi.org/10.1007/s11771-014-2417-2
Publikováno v:
Journal of Central South University. 21:2731-2742
A novel chaotic search method is proposed, and a hybrid algorithm combining particle swarm optimization (PSO) with this new method, called CLSPSO, is put forward to solve 14 integer and mixed integer programming problems. The performances of CLSPSO a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3dabcb9340328c2e02e67e911613ca9f
https://doi.org/10.1007/s11771-014-2235-6
https://doi.org/10.1007/s11771-014-2235-6
Publikováno v:
Journal of Central South University. 21:1871-1880
During the last decade, many variants of the original particle swarm optimization (PSO) algorithm have been proposed for global numerical optimization, but they usually face many challenges such as low solution quality and slow convergence speed on m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2f7bd8df74493b58f8ccd65813976dd2
https://doi.org/10.1007/s11771-014-2133-y
https://doi.org/10.1007/s11771-014-2133-y
A fuzzy logic resource allocation and memory cell pruning based artificial immune recognition system
Publikováno v:
Journal of Central South University. 21:610-617
In order to improve the resource allocation mechanism of artificial immune recognition system (AIRS) and decrease the memory cells, a fuzzy logic resource allocation and memory cell pruning based AIRS (FPAIRS) is proposed. In FPAIRS, the fuzzy logic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::688efc7dfe08d250a61b3a6a26a36435
https://doi.org/10.1007/s11771-014-1980-x
https://doi.org/10.1007/s11771-014-1980-x
Publikováno v:
Journal of Central South University. 20:2175-2185
An abstraction and an investigation to the worth of dendritic cells (DCs) ability to collect, process and present antigens are presented. Computationally, this ability is shown to provide a feature reduction mechanism that could be used to reduce the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e52e55b06f575bc71197de07fdea8a1f
https://doi.org/10.1007/s11771-013-1722-5
https://doi.org/10.1007/s11771-013-1722-5
Publikováno v:
Journal of Central South University. 20:1572-1581
In order to solve reliability-redundancy allocation problems more effectively, a new hybrid algorithm named CDEPSO is proposed in this work, which combines particle swarm optimization (PSO) with differential evolution (DE) and a new chaotic local sea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5d2b1399ff14680698198f5ecb264783
https://doi.org/10.1007/s11771-013-1649-x
https://doi.org/10.1007/s11771-013-1649-x
Publikováno v:
Journal of Central South University. 20:696-701
A new ultrasound contrast imaging technique was proposed for eliminating the harmonic components from the emission signal transmitted by the broadband ultrasonic system. Reversal phase-inversion pulse was used for the first time to separate the contr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4c787baf89988f0cfdb2c1e9ac1b5b19
https://doi.org/10.1007/s11771-013-1537-4
https://doi.org/10.1007/s11771-013-1537-4