• Proceedings of the Korean Institute of Intelligent Systems Conference
• /
• 2003.05a
• /
• pp.329-332
• /
• 2003

본 논문에서는 새로이 제안된 자기 구조화하는(Self-structuring) 새로운 Radial-Basis Function Network(RBFN)에 대해서 실험적인 검증을 했다. 이 자기 구조화하는 새로운 RBFN은 기존의 RBFN과 비교해서 여러 장점이 있다. Lyapunov 이론에 기초해서 새로운 학습 규칙을 선정하였기 때문에 시스템의 안정도를 보장할 수 있다. 그리고, 자기 구조화의 과정 즉, 생성과 병합을 통해 은닉층에서 적정수의 뉴런을 결정할 수 있다. 기존의 RBFN과 성능을 비교하기 위하여, 실제 비선형 시스템인 2축 암로봇에 대해 실험한 결과를 보였다. 결과적으로, 우리는 실험결과를 통해 자기 구조화하는 RBFN의 효율적인 구조와 시스템에 대한 안정도를 보장함을 볼 수 있다.

• Journal of the Korean Institute of Intelligent Systems
• /
• v.23 no.2
• /
• pp.151-157
• /
• 2013

This paper proposes an online adaptive fuzzy controller for a wind energy conversion system (WECS) that is intrinsically highly nonlinear plant. In real application, to obtain exact system parameters such as power coefficient, many measuring instruments and off-line implementations are required, which is very difficult to perform. This shortcoming can be avoided by introducing fuzzy system in the controller design in this paper. The proposed adaptive fuzzy control scheme using self-structuring algorithm requires no system parameters to meet control objectives. Even the structure of the fuzzy system is automatically grows on-line, which distinguishes our proposed algorithm over the previously proposed fuzzy control schemes. Combining derivative estimator for wind velocity, the whole closed-loop system is shown to be stable in the sense of Lyapunov.

• Journal of the Korean earth science society
• /
• v.32 no.6
• /
• pp.548-559
• /
• 2011

3-D Multi-geophysical surveys were carried out around the Hwasan caldera at the Euisung Sub-basin. To overcome the limitations of resolutions in previous studies, dense gravity data and magnetotelluric (MT) data were obtained and analyzed. In this study, the independent inversion models from gravity and MT data were integrated using correlation and classification approaches for 3-D imaging of the geologic structures. A Structure Index (SI) method was proposed and applied to the integration and classification analyses. This method consists of Type Angle (TA) and Type Intensity (TI) values, which are estimated by the spatial correlation and abnormality of the physical properties. The SI method allowed the classification analysis to be effectively performed. Major findings are as follows: 1) pyroclastic rocks around the central area of the Hwasan caldera with lower density and resistivity than those of neighboring regions extended to a depth of around 1 km, 2) intrusive igneous rocks with high resistivity and density were imaged around the ring fault boundary, and 3) a basement structure with low resistivity and high density, at a depth of 3-5 km, was inferred by the SI analysis.

• The Transactions of the Korean Institute of Electrical Engineers
• /
• v.41 no.5
• /
• pp.533-540
• /
• 1992

The Self Creating and Organizing (SCO) is a new architecture and one of the unsupervized learning algorithm for the artificial neural network. SCO begins with only one output node which has a sufficiently wide response range, and the response ranges of all the nodes decrease automatically whether adapting the weights of existing node or creating a new node. It is compared to the Kohonen's Self Organizing Feature Map (SOFM). The results show that SCONN has lots of advantages over other competitive learning architecture.

• Journal of IKEEE
• /
• v.20 no.2
• /
• pp.177-180
• /
• 2016

The effect of varying thickness of Ag/Ti metal bilayer and annealing time have investigated for controlling self-organized nanoparticles (NPs) on 4H-SiC substrate. In addition, Glass and Si substrate which have different surface energy from SiC were fabricated for analyzing interaction of agglomeration. The results of FE-SEM indicated the different formation behaviors of NPs in various ranges of fabrication condition. The surface energy was measured by using a Contact Angle Analyzer. The formation of network-like NPs was observed on Glass and 4H-SiC, respectively, whereas it was not the case on Si substrates. It has been found that the size of NPs increases with decreasing surface energy, due to particle size-dependent hydrophilic properties of substrates. The different formation behavior was explained by using Young's equation for the contact angles between the metal and different substrates.

• Proceedings of the Optical Society of Korea Conference
• /
• 2006.07a
• /
• pp.61-62
• /
• 2006

• Journal of Korea Game Society
• /
• v.15 no.3
• /
• pp.161-176
• /
• 2015

The purpose of this study was to examine the effects of a script intervention based on multimedia on the verbal and behavioral self-advocacy skill of elementary school students with disabilities. A multiple probe baseline design across subjects had been used with 4 students with intellectual disabilities. The results showed all participants showed significant increase of verbal and behavioral self-advocacy performance in asking for help, expressing one's opinions, and coping with violations, and the effects were maintained. The intervention was more effective for verbal self-advocacy than behavioral. Some suggestions for future study are discussed.

• Proceedings of the Korea Inteligent Information System Society Conference
• /
• 2002.05a
• /
• pp.230-238
• /
• 2002

기업간 전자거래의 급속한 발전은 선진 각국뿐만 아니라 국내에서도 국가적인 차원에서 전자거래 활성화 방안을 수립하여 진행하고 있다. 그러나, 기업-소비자간 거래(B2C)와는 다르게 기업간 전자거래(B2B)의 활성화를 위해서는 기업의 생산 능력 및 가격, 신뢰성에 근거한 고도의 구조화된 정보를 효율적으로 검색할 수 있는 방법이 요구된다. 이러한 고도의 구조화 된 정보에 기반 한 전자거래를 위해서 정부에서도 지난 2001년 8월 XML기반의 전자 거래를 위한 데이터 교환 모델인 ebXML을 권고안으로 선정한 바가 있다. XML을 활용하여 데이터의 구조에 의미를 부여하는 것은 기업에 달려 있지만, 결과적으로 구축한 데이터를 어떻게 효율적으로 검색하여, 자기 기업에 맞는 최적의 전자 거래 파트너를 찾을 것인가라는 문제는 기업간 전자거래(B2B)의 고도화, 활성화를 위한 필수적인 과제이다. 본 논문의 목표는 ebXML 프레임웍에서 효율적인 거래파트너 검색을 위한 XML 기반의 검색시스템을 개발하는 것이며, 이는 중소기업의 정보화 및 경쟁력 강화에 큰 역할을 할 수 있을 것이라 판단된다.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
• /
• 2001.10a
• /
• pp.121-124
• /
• 2001

Dynamic Source Route(DSR) protocol is a simple and efficient routing protocol designed specially for use of the multi-hop Ad Hoc Network. DSR allows the network to be completely self-organized and self-configured without the need for any existing infrastructure or administration. DSR protocol consists of the two mechanisms of Router discovery and Router Maintenance, works entirely On-demand in all aspects. In this paper, we will present the performance of DSR protocol on the multi-hop wireless Ad Hoc Networks, illustrate it with simulation, and then analysis the algorism of DSR.

• Proceedings of the Optical Society of Korea Conference
• /
• 2000.08a
• /
• pp.190-191
• /
• 2000

종래의 자기광학 디바이스는 자성체막을 빛이 투과할 때 얻어지는 페러데이 회전각을 이용했기 때문에, 페러데이 회전각을 증가시켜서, 광학적 성능을 증가시키려면 자성체막의 두께를 증가시켜야만 했다. 그러나, 자성체막의 두께를 증가시키면, 화소를 자기적으로 분리하기 위하여 자성체 막을 물리적으로 제거 해야하여 깊이가 깊어지고 그 후에 도선막을 구조화하기 위하여 파낸 화소간 갭을 다시 평탄화해야 하는 등의 제조 공정이 기술적으로 매우 어려워진다는 문제점을 가지고 있었다. 또한, 자성체 막의 두께가 증가하면, 도선막에 전류를 흘려 발생하는 자장은 도선막으로부터의 거리의 제곱에 반비례하므로, 두꺼운 자성체 막 전체에 강한 자장을 인가하기 위해서는, 도선막에 흘리는 전류를 증가시켜야만 한다는 문제점을 안고 있었다. (중략)