• 제목/요약/키워드: Multi6

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Using Machine Learning to Improve Evolutionary Multi-Objective Optimization

  • Alotaibi, Rakan
    • International Journal of Computer Science & Network Security
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    • 제22권6호
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    • pp.203-211
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    • 2022
  • Multi-objective optimization problems (MOPs) arise in many real-world applications. MOPs involve two or more objectives with the aim to be optimized. With these problems improvement of one objective may led to deterioration of another. The primary goal of most multi-objective evolutionary algorithms (MOEA) is to generate a set of solutions for approximating the whole or part of the Pareto optimal front, which could provide decision makers a good insight to the problem. Over the last decades or so, several different and remarkable multi-objective evolutionary algorithms, have been developed with successful applications. However, MOEAs are still in their infancy. The objective of this research is to study how to use and apply machine learning (ML) to improve evolutionary multi-objective optimization (EMO). The EMO method is the multi-objective evolutionary algorithm based on decomposition (MOEA/D). The MOEA/D has become one of the most widely used algorithmic frameworks in the area of multi-objective evolutionary computation and won has won an international algorithm contest.

Electronics Workbench사의 MultiSIM 2001

  • 박정권
    • 전력전자학회지
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    • 제6권6호
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    • pp.56-58
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    • 2001
  • 오늘날 PC성능의 향상으로 인하여, PC용 EDA제품들이 봇물처럼 쏟아져 나오고 있다. 이중에서 현재 20,000이상의 구매 사이트를 가지고 있는 Electronics Workbench사의 MultiSIM 2001을 소개하고자 한다. 현재의 PC용 EDA제품들의 초점은 저렴한 가격,편한 사용환경과 다양한 기능, 그리고 얼마나 다양한 device모델을 지원하는가를 초점으로 경쟁하고 있다. 이러한 관점에서 MultiSIM 2001을 분석하였다.

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ATM 통화로 망에서의 다중호 배치방법에 대한 연구 (A Study on the Time-slot Allocation Methods for the Multi-slot Calls on ATM Telephone Network)

  • 박경태
    • 융합신호처리학회논문지
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    • 제5권1호
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    • pp.73-78
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    • 2004
  • 시간 순서 보전을 만족하는 프레임내 시간 슬롯의 배치 방법에는 임의, 연속, 주기 배치 방식 등이 있다. T-S-T 스위치 구조의 각 입력, 출력, 정터 시간스위치를 256개의 시간슬롯으로, 공간 스위치를 2*2로 구성하고, 시뮬레이션 검색횟수를 32회로 한정하며, 각 경우에 대한 시뮬레이션 시간은 10만 단위로 설정하였다. 시뮬레이션에 적용된 다중호는 기본호, 2배호, 6배호로 한정하였다. 부가된 기본호:2배호:6배호의 구성을 8:1:1, 6:2:2, 4:3:3 로 달리하면서 스위치에 트래픽을 할당하며 트래픽에 따른 호손율을 구하였다. 요약하면, 동일한 트래픽을 부가하였을 때 다중호의 배치 방식은 임의, 연속, 주기 방식의 순서로 호손율이 낮은 결과가 도출되어 다중호의 호손율이 제일 낮은 방식은 주기적 배치방식임을 알 수 있었다.

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Positioning Precision Improvement of Multi-GNSS Kinematic PPP Using WMN Method

  • Choi, Byung-Kyu;Yoon, Ha Su;Lee, Sang Jeong
    • Journal of Positioning, Navigation, and Timing
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    • 제6권4호
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    • pp.205-210
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    • 2017
  • Multi-Global Navigation Satellite System (GNSS) can significantly improve the positioning accuracy and convergence speed. The reliability and availability of multi-GNSS precise point positioning (PPP) is steadily increasing with the rapid development of GNSS satellites. In this study, multi-GNSS PPP analysis is performed to compare the positioning precision by processing the observations from different GNSS systems (GPS, GLONASS, Galileo and BeiDou). To improve the positioning performance of the multi-GNSS PPP, we employed the weighed measurement noise (WMN) method. After applying WMN method to multi-GNSS PPP, positioning precision is improved by approximately 26.3% compared to the GPS only solutions, and by approximately 9.1% compared to combined GPS, GLONASS, and Galileo PPP.

6자유도 진동 흡진기의 기하적 설계 이론 (Geometrical Design Theory of a 6 DOF Vibration Absorber)

  • 장선준;최용제
    • 한국정밀공학회지
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    • 제22권7호
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    • pp.191-199
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    • 2005
  • Many researchers have been investigating the design of multi-mode absorption vibration absorber for multi degree-of-freedom (DOF) system. The approach taken to this problem has been to find the optimized constants of stiffness and damping for the given set of single-DOF absorbers or single multi-DOF absorber attached to a multi degree-of-freedom system. This paper presents a novel geometrical and direct design theory of a 6 DOF vibration absorber via screw theory. Theoretical development is demonstrated by a practical example in which the diagonal stiffness matrix is synthesized using rectangular configuration of springs. The performance of this absorber is simulated by modal analysis.

이오나이저 및 유전체 방식을 도입한 다층 다단 다공성 플레이트 시스템의 집진특성 (Dust Collection Characteristics of Multi-layer Multi-stage Porous Plate System with Ionizer and Dielectric-substance)

  • 여석준
    • 동력기계공학회지
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    • 제17권6호
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    • pp.63-72
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    • 2013
  • The main purpose of this study is to analyze the collection characteristics of multi-layer multi-stage porous plate system with ionizer and dielectric-substance experimentally. The experiment is carried out to analyze the characteristics of pressure drop and collection efficiency for the present system with experimental parameters such as applied voltage, inlet velocity, stage number and inlet particle concentration, etc. In results, for multi-layer multi-stage porous plate system of inflow type, at 5 stage and $v_{in}$=2.58 m/s, the pressure drop becomes lower 15 $mmH_2O$ as 95 $mmH_2O$ than that of non-inflow type system. It is estimated that for the present system with ionizer and dielectric-substance, the collection efficiency represents 98.5% showing higher 5.2% comparing to that of multi-layer multi-stage porous plate system without ionizer and dielectric-substance at 5 stage, $v_{in}$=2.58 m/s and inlet concentration $3g/m^3$(fly ash).

다문화가정 주거의 연구를 위한 접근방법과 쟁점 (Approaches to and Issues in Research on Multi-Cultural Family Homes)

  • 홍형옥
    • Human Ecology Research
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    • 제51권6호
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    • pp.649-663
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    • 2013
  • As cultural diversity has gained a great deal of attention and the social fabric of Korean society is redefined, the number of studies on multi-cultural family homes has been growing in the area of human ecology, but relevant research is rarely found on the subject of housing. While the emphasis of housing research is on multidisciplinary approaches and empirical research is highly valued, a theoretical and methodological platform for discussing the new rising agenda of multi-cultural family homes is lacking. The purpose of this study was to explore approaches to and to discuss the issues in research for multi-cultural family homes in terms of housing theories and multidisciplinary approaches. To understand the housing related needs of multi-cultural families, this study highlights social constructionism, the ecological perspective, and feminist epistemology. These three multidisciplinary approaches were useful for generating an ontological analysis of multi-cultural family homes. Further, this study highlights two housing related theories, the microsociological and housing pathways approaches, for dealing with multi-cultural family homes. In conclusion, the five approaches were useful for exploring issues in housing research on multi-cultural family homes with appropriate research methods like hermeneutics, quantitative, and qualitative methods, and field research. Insights into using perspectives and holistic approaches might be useful for solving the problems of multi-cultural family homes in Korea.

UWB 센서 응용을 위한 다층기판을 이용한 소형 광대역 보우타이 안테나 개발 (Development of Compact Broadband Bowtie Antenna Using Multi-layer Substrate for UWB Sensor Application)

  • 우동식
    • 전기전자학회논문지
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    • 제25권1호
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    • pp.37-41
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    • 2021
  • 본 논문에서는 UWB 센서에 응용 가능한 다층기판을 이용한 광대역 특성을 가지는 보우타이 안테나를 설계하였다. 제안된 소형 보우타이 안테나는 2층의 기판으로 설계 및 제작되었으며 전체 안테나의 두께는 4.5mm이다. 제안된 안테나는 보우타이 모양의 방사체와 평면형 발룬으로 구성된다. 설계된 방사체와 발룬의 간단한 연결로 안테나가 설계되도록 하여 다양한 구조로 쉽게 구현 가능하도록 하였다. 제작된 안테나는 6.8~10 GHz의 주파수 범위에서 3~6dBi의 이득을 가졌다.

다층형 결합 선로를 이용한 반송파복원기와 위상 변위기를 갖는 6-단자 직접 변환 수신 전처리부 (Six-port direct conversion receiver front-end with carrier recovery circuit and phase shifter using multi-layer coupled line)

  • 김영완
    • 한국정보통신학회논문지
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    • 제13권11호
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    • pp.2267-2272
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    • 2009
  • 본 논문에서는 다층형 결합 선로를 이용한 6-단자 위상 상관기와 동일한 구조를 갖는 반송파 복원기 그리고 위상 변위기를 갖는 일원화된 6-단자 직접변환 수신 전처리부를 설계 제작한다. 전력 분배기와 하이브리드 결합기로 구성되는 6-단자 소자는 다층형 결합 선로 구조로 이루어지며, 수신부 위상 상관기와 반송파 복원기 그리고 위상 변위기의 기본 구조 요소로 작용한다. 다층형 결합 선로 구조로 구성되는 일원화된 수신 전처리부는 구성이 간단하고 집적화가 용이하다. 설계 제작된 다층형 결합 구조 6-단자 수신 전처리부는 일정한 반송파 신호를 재생하고, PSK 전송 신호를 복원한다.

무·배추 수확 작업을 위한 다목적 주행플랫폼 개발 (Development of a multi-purpose driving platform for Radish and Chinese cabbage harvester)

  • 이해나;김용주
    • 드라이브 ㆍ 컨트롤
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    • 제20권3호
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    • pp.35-41
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    • 2023
  • Radish and Chinese cabbage are the most produced and consumed vegetables in Korea. The mechanization of harvesting operations is necessary to minimize the need for manual labor. This study to develop and evaluate the performance of a multi-purpose driving platform that can apply modular Radish and Chinese cabbage harvesting devices. The multi-purpose driving platform consisted of driving, device control, engine, hydraulic, harvesting, conveying, and loading part. Radish and Chinese cabbage harvesting conducted using the multi-purpose driving platform each harvesting module. The performance of the multi-purpose driving platform was evaluated the field efficiency and loss rate. The total Radish harvesting operation time 34.3 min., including 28.8 min., of harvesting time, 1.9 min., of turning time, and 3.6 min., of replacement time of bulk bag. During Radish harvesting, the field efficiency and average loss rate of the multi-purpose driving platform were 2.0 hr/10a and 3.1 %. Chinese cabbage harvesting operation 49.3 min., including 26.6 min., of harvesting time, 4.6 min., of turning time, and 18.1 min., of replacement time of bulk bag. During Chinese cabbage harvesting, the field efficiency and average loss rate of the multi-purpose driving platform 2.1 hr/10a and 0.1 %. Performance evaluation of the multi-purpose driving platform that harvesting work was possible by installing Radish and Chinese cabbage harvest modules. Performance analysis through harvest performance evaluation in various Radish and Chinese cabbage cultivation environments is necessary.