• Title/Summary/Keyword: KWON-GA

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Estimation of the WGR Multi-dimensional Precipitation Model Parameters using the Genetic Algorithm (유전자 알고리즘을 이용한 WGR 다차원 강우모형의 매개변수 추정)

  • Jeong, Gwang-Sik;Yu, Cheol-Sang;Kim, Jung-Hun
    • Journal of Korea Water Resources Association
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    • v.34 no.5
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    • pp.473-486
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    • 2001
  • The WGR model was developed to represent meso-scale precipitation. As a conceptual model, this model shows a good link between atmospheric dynamics and statistical description of meso-scale precipitation(Waymire et al., 1984). However, as it has maximum 18 parameters along with its non-linear structure, its parameter estimation has been remained a difficult problem. There have been several cases of its parameter estimation for different fields using non-linear programming techniques(NLP), which were also difficult tasks to hamper its wide applications. In this study, we estimated the WGR model parameters of the Han river basin using the genetic algorithm(GA) and compared them to the NLP results(Yoo and Kwon, 2000). As a result of the study, we can find that the sum of square error from the GA provide more consistent parameters to the seasonal variation of rainfall. Also, we can find that the higher rainfall amount during summer season is closely related with the arrival rate of rain bands, not the rain cell intensity.

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Anatomical Structure and Fruit Quality According to the Fruit Developmental Stage as Affected by Gibberellins Treatments in Pyrus pyrifolia Nakai cv. Hanareum ('한아름'의 Gibberellin 처리에 따른 생육기별 해부학적 구조와 과실품질)

  • Park, Ji-Eun;Kwon, YongHee;Lee, ByulHaNa;Park, YoSup;Jung, Myung Hee;Choi, Jin-Ho;Park, Hee-Seung
    • Horticultural Science & Technology
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    • v.32 no.1
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    • pp.33-40
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    • 2014
  • This study was carried out to understand the physiological characteristics of early-matured 'Hanareum' (Pyrus pyrifolia Nakai) pears through anatomical structure and fruit characteristics and also the changes according to gibberellin (GA) treatment. The pericarp at full bloom consists of outer epidermis, hypodermis, parenchyma cell, and inner epidermis from the exterior and five types of vascular bundle tissues. Cork cell layer was formed at 70 days after full bloom (DAFB) in non-treated fruits and formed at 60 DAFB in GA treated fruits. Cell division period was from full bloom (FB) to 40 DAFB and then fruit enlargement was accomplished by the cell growth. Comparison of the fruit enlargement and fruit structure development by GA treatment or non-treatment showed that cell division of 'Hanaerum' fruits did not affect the GA treatment but fruit enlargement was affected cell growth. Fruit stalk of GA treatment fruits was larger than non-treated fruits from 40 DAFB which correspond to the period of the stop of cell division and 'Hanareum' was regarded GA treatment expedite of vascular bundle tissue growth and relatively increased nutrient transport to fruit. In addition to, average fruit quality between the non-treatment and GA treatment showed that fruit weight was higher in fruits treated by GA but firmness was lower and probably was effected fruit storing in 'Hanareum' pear.

Physical and Electrochemical Properties of Gallium Oxide (β-Ga2O3) Nanorods as an Anode Active Material for Lithium Ion Batteries (리튬이온전지용 산화갈륨 (β-Ga2O3) 나노로드 (Nanorods) 음극 활물질의 물리적.전기화학적 특성)

  • Choi, Young-Jin;Ryu, Ho-Suk; Cho, Gyu-Bon;Cho, Kwon-Koo;Ryu, Kwang-Sun;Kim, Ki-Won
    • Journal of the Korean Electrochemical Society
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    • v.12 no.2
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    • pp.189-195
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    • 2009
  • $\beta-Ga_{2}O_{3}$ nanorods were synthesized by chemical vapor deposition method using nickel-oxide nanoparticle as a catalyst and gallium metal powder as a source material. The average diameter of nanorods was around 160 nm and the average length was $4{\mu}m$. Also, we confirmed that the synthesis of nanorods follows the vapor-solid growth mechanism. From the results of X-ray diffraction and HR-TEM observation, it can be found that the synthesized nanorods consisted of a typical core-shell structure with single-crystalline $\beta-Ga_{2}O_{3}$ core with a monoclinic crystal structure and an outer amorphous gallium oxide layer. Li/$\beta-Ga_{2}O_{3}$ nanorods cell delivered capacity of 867 mAh/g-$\beta-Ga_{2}O_{3}$ at first discharge. Although the Li/$\beta-Ga_{2}O_{3}$ nanorods cell showed low coulombic efficiency at first cycle, the cell exhibited stable cycle life property after fifth cycle.

Influence of InGaAs Capping Layers on the Properties of InAs/GaAs Quantum Dots (InAs/GaAs 양자점의 발광특성에 대한 InGaAs 캡층의 영향)

  • Kwon, Se Ra;Ryu, Mee-Yi;Song, Jin Dong
    • Journal of the Korean Vacuum Society
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    • v.21 no.6
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    • pp.342-347
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    • 2012
  • The optical properties of InAs quantum dots (QDs) grown on a GaAs substrates by migration enhanced molecular beam epitaxy method have been investigated by using photoluminescence (PL) and time-resolved PL measurements. The luminescence properties of InAs/GaAs QDs have been studied as functions of temperature, excitation laser power, and emission wavelength. The PL peak of InAs QDs capped with $In_{0.15}Ga_{0.85}As$ layer (QD2) measured at 10 K is redshifted about 80 nm compared with that of InAs QDs with no InGaAs layer (QD1). This redshift of QD2 is attributed to the increase in dot size due to the diffusion of In from the InGaAs capping layer. The PL decay times of QD1 and QD2 at 10 K are 1.12 and 1.00 ns taken at the PL peak of 1,117 and 1,197 nm, respectively. The reduced decay time of QD2 can be explained by the improved carrier confinement and enhanced wave function overlap due to increased QD size. The PL decay times for both QD1 and QD2 are independent on the emission wavelength, indicating the uniformity of dot size.

The Intelligent Algorithm for sweet spot (ICCAS 2003)

  • Lim, Sung-Jin;Jung, Kyung-Kwon;Eom, Ki-Hwan;Onodera, Sosuke;Sato, Yoichi
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.1763-1766
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    • 2003
  • Millimeter-wave networking is composed of narrow beam link. it is very substantial that beam connecting point to point is fixed in right direction. It is major requirement in the beam network to keep the beam in best direction. In this paper, We propose the method to find a best suited direction of the antenna's beam using the Genetic Algorithm (GA) in point-to-point link. Proposed method presume that each station knows his direction ${\theta}_1$ , ${\theta}_2$ at every step of GA, then it can be expected that GA is possible to search the ideal solution. Intensity of the received signal is evaluated by the multiplication of lengths to the point which the lobe meets with the horizontal line.

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InGaAsP/InP Buried-Ridge Waveguide Laser with Improved Lateral Single-Mode Property

  • Oh, Su-Hwan;Kim, Ki-Soo;Kwon, Oh-Kee;Oh, Kwang-Ryong
    • ETRI Journal
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    • v.30 no.3
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    • pp.480-482
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    • 2008
  • A novel InGaAsP/InP buried-ridge waveguide laser diode structure is proposed and demonstrated for use as a single-mode laser. The lateral mode of the proposed device can be controlled by adjusting the composition and thickness of the InGaAsP layer grown over the active region. Stable single-mode operation without kinks or beam-steering is achieved successfully with lateral and transverse in the junction plane even for the device with the ridge width of 9 ${\mu}m$ up to an injection current of 500 mA.

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Concrete mix design for service life of RC structures exposed to chloride attack

  • Kwon, Seung-Jun;Kim, Sang-Chel
    • Computers and Concrete
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    • v.10 no.6
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    • pp.587-607
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    • 2012
  • The purpose of this research is to propose a design technique of concrete mix proportions satisfying service life through genetic algorithm (GA) and neural network (NN). For this, thirty mix proportions and the related diffusion coefficients in high performance concrete are analyzed and fitness function for diffusion coefficient is obtained considering mix components like w/b (water to binder ratio), cement content, mineral admixture (slag, flay ash and silica fume) content, sand and coarse aggregate content. Through averaging the results of 10 times GA simulations, relative errors to the previous data decrease lower than 5.0% and the simulated mix proportions are verified with the experimental results. Assuming the durability design parameters, intended diffusion coefficient for intended service life is derived and mix proportions satisfying the service life are obtained. Among the mix proportions, the most optimized case which satisfies required concrete strength and the lowest cost is selected through GA algorithm. The proposed technique would be improved with the enhancement of comprehensive data set including wider the range of diffusion coefficients.

Electrical and optical properties of ZnO:Ga, Al thin films prepared by sol-gel method (Sol-gel법에 의한 ZnO:Ga, Al 박막의 투명 전도막 제작과 전기 광학적 특성)

  • Nam, Gil-Mo;Kwon, Myoung-Seok
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2006.11a
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    • pp.305-306
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    • 2006
  • Ga-doped and Al-doped ZnO thin films were fabricated via a sol-gel technique and electrical and optical properties of the films were investigated. Film deposition was performed by spin coating at 4000 rpm for 30 s on $SiO_2$ glass substrate FE-SEM was used to obtain the surface morphology images and the film thickness Four-point probe and UV-VIS spectrophotometer were used to measure the sheet resistance and the optical transparency, respectively.

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GaAs MESFETs with the submicronmeter gate length ($1{\mu}m$ 이하의 게이트 길이를 갖는 GaAs MESFET)

  • Cho, H.R.;Kwon, Y.S.
    • Proceedings of the KIEE Conference
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    • 1990.07a
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    • pp.439-442
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    • 1990
  • GaAs MESFETs with the submicron gat are fabricated. $G_{m,mas}$ = 195mS/mm with the $0.5{\mu}m$ gate length and $G_{m,mas}$ = 170mS/mm with the $0.6{\mu}m$ gate lenth. $f_{mas}$ = 7GHz with the $1.5{\mu}m$ gate length and the $120{\mu}m$ gate width. We can estimate that $f_{mas}$ = 15GHz with $0.6{\mu}m$ gate length and that $f_{mas}$ = 18 ${\sim}$ 20GHz with the $0.5{\mu}m$ gate length.

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