• Title/Summary/Keyword: simple GA

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Structural and Optical Properties of GaN Powders Synthesized from GaOOH (GaOOH로부터 합성된 GaN 분말의 구조적, 광학적 특성)

  • Jo, Seong-Ryong;Lee, Jong-Won;Park, In-Yong;Kim, Seon-Tae
    • Korean Journal of Materials Research
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    • v.12 no.6
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    • pp.476-481
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    • 2002
  • In this work, we report on the synthesis of the GaN powders from gallium oxide hydroxide (GaOOH) powders and on the structural and optical properties of them. Simple heat treatment of GaOOH in the flow of $NH_3$ gas leads to the formation of submicron hexagonal GaN powders even at the low reaction temperature of $800^{\circ}C$. XRD measurements show that the powders obtained are the single phase GaN. EDS, FTIR, and PL measurements indicate the oxygen-associated characteristics. It is shown from the low temperature PL measurement on GaN powders synthesized at $1000^{\circ}C$ that the shallow donor-acceptor recombination induced emission is more intense than the near band-edge excitonic emission.

A study on waveguide properties of InGaAs/InGaAsP GRINSCH MQW laser (InGaAs/InGaAsP GRINSCH MQW 구조의 파동길잡이 성질 연구)

  • 김동철;유건호
    • Korean Journal of Optics and Photonics
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    • v.7 no.3
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    • pp.272-279
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    • 1996
  • A simple transfer matrix algorithm to analyze the properties of 2 dimensional waveguides is introduced. We applied this algorithm to strained InGaAs/InGaAsP GINSCH MQW laser structures. We studied how optical confinement factor and effective refractive index, which are important in calculating the modal gain, depend on the structure parameters such as waveguide width, shape of GRIN, and number of quantum wells. Especially we suggested that the concept of effective waveguide width is very useful in understanding the GRINSCH waveguide.

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Surface Passivation Method for GaN UV Photodetectors Using Oxygen Annealing Treatment

  • Lee, Chang-Ju;Park, Hongsik
    • Journal of Sensor Science and Technology
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    • v.25 no.4
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    • pp.252-256
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    • 2016
  • Epitaxially grown GaN layers have a high surface state density, which typically results in a surface leakage current and a photoresponse in undesirable wavelengths in GaN optoelectronic devices. Surface passivation is, therefore, an important process necessary to prevent performance degradation of GaN UV photodetectors. In this study, we propose oxygen-enhanced thermal treatment as a simple surface passivation process without capping layers. The GaN UV photodetector fabricated using a thermal annealing process exhibits improved electrical and photoresponsive characteristics such as a reduced dark current and an enhanced photoresponsive current and UV-to-visible rejection ratio. The results of this study show that the proposed surface passivation method would be useful to enhance the reliability of GaN-based optoelectronic devices.

Sol-gel Spin-coating of ZnO Co-doped with (F, Ga) as A Transparent Conducting Thin Film ((F, Ga) 코도핑된 ZnO 투명 전도 박막의 솔-젤 제조와 특성)

  • Nam, Gil Mo;Kwon, Myoung Seok
    • Journal of the Semiconductor & Display Technology
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    • v.13 no.1
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    • pp.91-95
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    • 2014
  • (F,Ga) co-doped ZnO thin film on glass substrate was fabricated via a simple non-alkoxide sol-gel spin-coating. Contrary to the F single doped ZnO thin film, the (F,Ga) co-doped thin film showed a significant reduce in electrical resistivity after a second post-heat-treatment in reducing environment. The resulting decrease in electrical resistivity with Ga co-doping is considered to be resulted from the increases both carrier density and mobility. The optical transmittance of the (F,Ga) co-doped thin film in the visible range showed higher transmittance with Ga co-doping compared with F single doped ZnO thin film.

Systematic Evaluation of Island based Real-Valued Genetic Algorithm with Graphics Processing Unit (Graphics Processing Unit를 이용한 섬기반 Real-Valued Genetic Algorithm의 체계적 평가)

  • Park, Hyun-Soo;Kim, Kyung-Joong
    • Proceedings of the Korean Information Science Society Conference
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    • 2010.06c
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    • pp.328-333
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    • 2010
  • 최적해를 구하는 효과적인 방법 중 하나인 GA (Genetic Algorithm)은 높은 품질의 해를 구하기 위해서 많은 연산시간이 필요하지만, GPU (Graphics Processing Unit)의 높은 데이터 병렬처리 능력과 우수한 부동소수 연산능력을 이용하면 빠르게 처리 가능하다. 이 논문에서는 GPU를 이용하여 가속한 섬 기반의 RVGA (Real-Valued Genetic Algorithm)와 GPU를 이용하지 않는 RVGA를 비교하여 평가하였으며, 또한 GPU를 이용하지만 RVGA가 아닌 Simple GA인 경우와도 비교하여 평가 하였다. 그 결과, GPU를 이용한 경우 속도 향상을 할 수 있었으며, Simple GA보다 RVGA가 더 속도가 향상되었다.

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Co-Evolutionary Algorithm for the Intelligent System

  • Sim, Kwee-Bo;Jun, Hyo-Byung
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.1013-1016
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    • 1999
  • Simple Genetic Algorithm(SGA) proposed by J. H. Holland is a population-based optimization method based on the principle of the Darwinian natural selection. The theoretical foundations of GA are the Schema Theorem and the Building Block Hypothesis. Although GA does well in many applications as an optimization method, still it does not guarantee the convergence to a global optimum in GA-hard problems and deceptive problems. Therefore as an alternative scheme, there is a growing interest in a co-evolutionary system, where two populations constantly interact and co-evolve. In this paper we propose an extended schema theorem associated with a schema co-evolutionary algorithm(SCEA), which explains why the co-evolutionary algorithm works better than SGA. The experimental results show that the SCEA works well in optimization problems including deceptive functions.

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A study on Location-Allocation Problem with the Cost of Land (입지선정비를 고려한 입지-배정 문제에 관한 연구)

  • 양병학
    • Journal of the military operations research society of Korea
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    • v.25 no.2
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    • pp.117-129
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    • 1999
  • We consider a Location-Allocation Problem with the Cost of Land(LAPCL). LAPCL has extremely huge size of problem and complex characteristic of location and allocation problem. Heuristics and decomposition approaches on simple Location-Allocation Problem were well developed in last three decades. Currently, genetic algorithm(GA) is used widely at combinatorics and NLP fields. A lot of research show that GA has efficiency for finding good solution. Our main motive of this research is developing of a GA in LAPCL. We found that LAPCL could be reduced to trivial problem, if locations were given. In this case, we can calculate fitness function by simple technique. We propose fourth alternative genetic algorithm. Computational experiments are carried out to find a best algorithm.

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A Hardware Implementation of Simple Genetic Algorithm for Evolvable System (진화적응을 위한 유전알고리즘의 하드웨어 구현)

  • Dong, Sung-Soo
    • Proceedings of the IEEK Conference
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    • 2007.07a
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    • pp.463-464
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    • 2007
  • This paper presents the hardware-based genetic algorithm, written in VHDL. Due to parallel computation and no function call overhead, a hardware-based GA advantage a speedup over a software-based GA. The proposed architecture is constructed on a field-programmable gate arrays, which are easily reconfigured. Since a general-purpose GA requires that the fitness function be easily changed, the hardware implementation must exploit the reprogrammability.

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Micro Genetic Algorithms in Structural Optimization and Their Applications (마이크로 유전알고리즘을 이용한 구조최적설계 및 응용에 관한 연구)

  • 김종헌;이종수;이형주;구본홍
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2002.04a
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    • pp.225-232
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    • 2002
  • Simple genetic algorithm(SGA) has been used to optimize a lot of structural optimization problems because it can optimize non-linear problems and obtain the global solution. But, because of large evolving populations during many generations, it takes a long time to calculate fitness. Therefore this paper applied micro-genetic algorithm(μ -GA) to structural optimization and compared results of μ -GA with results of SGA. Additionally, the Paper applied μ -GA to gate optimization problem for injection molds by using simulation program CAPA.

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Antioxidative Activity of Galic acid-functionalized ZnO Nanoparticles

  • Choi, Kyong-Hoon;Kim, Ho-Joong;Park, Bong Joo
    • Proceedings of the Korean Vacuum Society Conference
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    • 2016.02a
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    • pp.380.1-380.1
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    • 2016
  • In this study, we report a novel antioxidant ZnO nanoparticle that is newly designed and prepared by simple surface modification process. Antioxidative functionality is provided by the immobilization of antioxidant of 3,4,5-trihydroxybenzoic acid (galic acid, GA) onto the surface of ZnO nanoparticles. Microstructure and physical properties of the ZnO@GA nanoparticles were investigated by field emission scanning electron microscopy (FE-SEM), transmission electron microscopy (TEM), infrared spectroscopy (IR) and steady state spectroscopic methods. The antioxidative activity of ZnO@GA was also evaluated using ABTS (3-ethylbenzothiazoline-6-sulfonic acid) radical cation decolorization assay. Notably, ZnO@GA showed strong antioxidative activity in spite of the conjugation process of GA on the ZnO surface. These results provide that GA-coating onto ZnO nanoparticles may offer an intriguing potential for biomedical devices as well as nanomaterials.

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