• Title/Summary/Keyword: Self-optimization

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Finding best parameters from color-magnitude diagrams of globular clusters using numerical optimization techniques

  • Kim, Hyun-Soo;Joo, Seok-Joo;Lee, Young-Wook
    • The Bulletin of The Korean Astronomical Society
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    • v.39 no.2
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    • pp.85.2-85.2
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    • 2014
  • 최근 10년 동안의 측광 및 분광관측을 통하여 우리은하 내 구상성단들 중 대부분이 적어도 2개 이상의 항성종족을 갖는다고 밝혀졌다. 현재까지 이루어진 대부분의 구상성단의 항성종족 연구에서는 관측된 색등급도와 항성종족 합성모델 사이에 eye-fitting을 함으로써 항성종족 파라미터, 즉 중원소함량, 나이, 헬륨함량 등을 추정해왔다. 우리는 구상성단의 항성종족을 분석하기 위해 ${\chi}^2$-Minimization에 의거하여 구상성단과 항성종족 합성모델의 Hess Diagram을 비교하고, 수치계산 기법을 도입하여 최적의 파라미터를 추정하는 알고리즘을 개발하였다. 이 연구에서는 가상으로 만든 성단에 대하여 Recovery Test를 수행함으로써 이 알고리즘의 Self-Consistency를 검증하였고, 실제 관측결과를 사용하여 이 연구의 적용 가능성을 조사하였다.

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Parallel Genetic Algorithm based on a Multiprocessor System FIN and Its Application to a Classifier Machine

  • 한명묵
    • Journal of the Korean Institute of Intelligent Systems
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    • v.8 no.5
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    • pp.61-71
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    • 1998
  • Genetic Algorithm(GA) is a method of approaching optimization problems by modeling and simulating the biological evolution. GA needs large time-consuming, so ti had better do on a parallel computer architecture. Our proposed system has a VLSI-oriented interconnection network, which is constructed from a viewpoint of fractal geometry, so that self-similarity is considered in its configuration. The approach to Parallel Genetic Algorithm(PGA) on our proposed system is explained, and then, we construct the classifier system such that the set of samples is classified into weveral classes based on the features of each sample. In the process of designing the classifier system, We have applied PGA to the Traveling Salesman Problem and classified the sample set in the Euclidean space into several categories with a measure of the distance.

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Design & Construction of PSC Box-Girder Bridge with Central Suspension by Extradosed Cables and Constant Girder Depth (중앙일면식 케이블과 등형고를 갖는 Extradosed PSC 교량의 설계 및 시공)

  • 조의경;김성일;박종화;이수열
    • Proceedings of the Korea Concrete Institute Conference
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    • 2003.05a
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    • pp.618-625
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    • 2003
  • The recent development of PSC girder bridges are mostly dedicated for optimization of self-weight, simplification of girder section for easy construction and minimization of maintenance efforts. Moreover some of those bridges are required as a landmark facility which raises the image of locality and harmony with surroundings. An extradosed bridge is one of the best alternates which not only covers the longer span than PSC box girder and also performs the role of landmark facility with much cheaper cost than cable stayed bridge. Hyundai is carrying out the construction of unique style extradosed bridge which have central suspension system and uniform girder depth named Keong-An grand bridge on the Sungnam-Janghowon Express highway. In this paper, major process of design and construction features of Keong-An bridge is presented.

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Key Technologies for Future Motor Drives

  • Lorenz Robert D.
    • KIEE International Transaction on Electrical Machinery and Energy Conversion Systems
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    • v.5B no.4
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    • pp.392-398
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    • 2005
  • This paper presents technologies that have strategic importance in future motor drives. The underlying strategic issue for motor drives is maintaining cost while increasing certain dimensions of functionality. The dimensions of functionality which should increase include reliability and added value features such as providing continuous energy optimization, providing sensing of the driven system suitable for application specific diagnostic purposes, and providing continuously optimal thermal utilization of the capability of the drive. This paper will address each of these issues and discuss the technology status for each case, with a focus on research needed to fully deliver the needed functionality.

Shape Finding of Bio-Tensegrity Structural System (바이오텐세그리티 구조 시스템의 형상 결정)

  • Yang, Dae-Hyeon;Kim, Mi-Hee;Kang, Joo-Won;Kim, Jae-Yeol
    • Journal of Korean Association for Spatial Structures
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    • v.18 no.2
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    • pp.25-34
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    • 2018
  • This study investigated a bio-tensegrity structural system that combines the characteristics of a general tensegrity structural system with a biological system. The final research objective is to accomplish a changeability for the structural system as like the movement of the natural bio-system. In the study, we present a shape finding procedure for the two stage bio-tensegrity system model inspired by the movement pattern of animal backbone. The proposed system is allowing a dynamic movement by introducing the concept of "saddle" for the variable bio-tensegrity structure. Several shape finding analysis example and results are presented and shows a efficient validation and suitability.

Control of Rotary Inverted Pendulum using ANFIS (ANFIS를 이용한 수평회전형 도립진자의 제어)

  • Min, Hyun-Ki;Ryu, Chang-Wan;Ko, Joe-Ho;Yim, Wha-Yeong
    • Proceedings of the KIEE Conference
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    • 1998.07b
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    • pp.681-683
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    • 1998
  • Fuzzy Inference System is to trans late and be concrete with human expert in to mathematical equation. It is easy to be applied for Nonlinear System and the know ledge can be applied at that. With using the rule according to the Knowledge, when it is realized simulations must be required repeatedly and small vibration is generated in steady state, too. In this paper, we applied the system to the methodology of optimization with self-learn ing by us ing ANFIS(Adaptive Network-based Fuzzy Inference System) which makes use of back-propagation and least square method at a first order Sugeno Fuzzy System. In order to show the effect of Algorithm, we demonstrated it by us ing Rotary Inverted Pendulum.

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Effects of Large Particles and Filter Size in Central Chemical Supplying(CCS) System for STI-CMP on Light Point Defects (LPDs) (STI-CMP용 세리아 슬러리 공급시스템에서 거대입자와 필터 크기가 Light Point Defects (LPDs)에 미치는 영향)

  • 이명윤;강현구;박진형;박재근;백운규
    • Journal of the Semiconductor & Display Technology
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    • v.3 no.4
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    • pp.45-49
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    • 2004
  • We examined large particles and filter size effects of Central Chemical Supplying (CCS) system for STI-CMP on Light Point Defects (LPDs) after polishing. As manufacturing process recently gets thinner below 0.1 um line width, it is very important to keep down post-CMP micro-scratch and LPDs in case of STI-CMP. Therefore, we must control the size distribution of large particles in a slurry. With optimization of final filter size, CCS system is one of the solutions for this issue. The oxide and nitride CMP tests were accomplished using nano-ceria slurries made by ourselves. The number of large particles in a slurry and the number of LPDs on the wafer surface after CMP were reduced with decrease of the final filter size. Oxide removal rates slightly changed according to the final filter size, showing the good performance of self-made nano ceria slurries.

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Location Optimization for a Wireless Sensor Network Nodes Using a SOFM(Self-Organization Feature Map) Algorithm (SOFM을 이용한 센서 네트워크 노드 배치의 최적화)

  • Jung, Kyung-Kwon;Bae, Sang-Min;Kim, Keon-Wook;Park, Hyun-Chang
    • 한국정보통신설비학회:학술대회논문집
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    • 2005.08a
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    • pp.345-348
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    • 2005
  • 본 논문은 무선 센서 네트워크에서 SOFM을 이용하여 센서 노드를 배치하는 방법을 제안한다. 제안한 방식은 특정 공간에서 센서 노드의 밀도가 일정하도록 SOFM을 이용하여 센서 노드를 배치시킨다. 시뮬레이션으로 최적의 위치를 탐색하고, 그 위치에 무선 센서 노드를 설치하여 제안한 방식의 성능을 검토하였다.

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Isolated Topologies of Switched-Resonator Converters

  • Jabbari, Masoud;Farzanehfard, Hosein;Shahgholian, Ghazanfar
    • Journal of Power Electronics
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    • v.10 no.2
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    • pp.125-131
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    • 2010
  • Switched-resonator converters are a new family of soft switching DC-DC converters where the energy is transferred via a resonator. This paper introduces some isolated topologies of this family. The achieved advantages include, load independent soft-switching, self short-circuit protection, and optimization capability due to topology variety. Compared to conventional series-resonant converters, outstanding advantages such as a smaller fewer number of switches and diodes, a smaller transformer, and lower current stresses are achieved. A general synthesis scheme, functional topologies, and essential relations are included. Experimental results from a laboratory prototype confirm the presented theoretical analysis.

Structure Optimization of Resonant-Cavity Near- infrared Photodetector (공진공동-근적외선 검출기의 구조 최적화)

  • Kim, Dong-Ho;Roh, Cheong-Hyun;Choi, Yeon-Shik;Hahn, Cheol-Koo;Koh, Jung-Hyuk;Kim, Tae-Geun
    • Proceedings of the KIEE Conference
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    • 2005.07c
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    • pp.2312-2314
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    • 2005
  • For the upcoming nano-bio technology(NBT), we suggested InAs self-assembled quantum dot enhanced resonant-cavity avalanche type photodetector to detect near infrared(NIR) wavelength. To confirm the feasibility of RC-APD structure, we have simulated using conventional simulator.

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