• 제목/요약/키워드: Evolution strategy

검색결과 484건 처리시간 0.035초

The Korean State and Candlelight Democracy: Paradigms and Evolution

  • Bedeski, Robert
    • Journal of Contemporary Eastern Asia
    • /
    • 제16권2호
    • /
    • pp.82-92
    • /
    • 2017
  • The Korean state evolved as a distinct entity in a region of major power convergence and conflict. All states, as human constructions, seek sovereignty and life security of their subjects/citizens, and are rotted in organic society. In the Republic of Korea, constitutional order has provided a framework for political action and a succession of regimes - authoritarianism, military dictatorship, and constitutional democracy. Since 1960 two paradigms have undergone a cycle of growth and decline, and a third, since the 2016 candlelight demonstrations in Gwanghwamun, may be the beginnning of a third generation paradigm - populist constitutionalism.

Optimal Design of Fiber-optic Surface Plasmon Resonance Sensors

  • Jung, Jae-Hoon;Kim, Min-Wook
    • Journal of the Optical Society of Korea
    • /
    • 제11권2호
    • /
    • pp.55-58
    • /
    • 2007
  • We propose a systematic method for design of fiber-optic surface plasmon resonance (SPR) sensors. We used rigorous coupled wave analysis (RCWA) for analysis of the transmission spectrum, and the (1+1) evolution strategy (ES) was employed as an optimization tool. The simulation results show that the optimization method presented here is very useful in designing fiber-optic SPR sensor for strain and temperature measurement. This algorithm can be extended to another objective function with other weighting factors and optical parameters.

BLDC 전동기의 코깅 토오크 저감설계 (Reduction of Cogging Torque in BLDC Motors)

  • 김석기;정태경
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1995년도 하계학술대회 논문집 A
    • /
    • pp.83-85
    • /
    • 1995
  • In a permanent magnet motor, cogging torque arises from the intersection of the rotor magnets with the steel teeth on the stator. This paper describes design measures which can be taken to reduce the cogging torque. In this paper for the optimal shape design of brushless DC motor, evolution strategy is investigated to find the dimension of stator of BLDC motor that minimizes the cogging torque. The corresponding field analysis is performed by two-dimensional finite element method.

  • PDF

차분진화에 기초한 클러스터링 (Differential Evolution Based Clustering)

  • 함서현;이현창;신성윤
    • 한국컴퓨터정보학회:학술대회논문집
    • /
    • 한국컴퓨터정보학회 2019년도 제60차 하계학술대회논문집 27권2호
    • /
    • pp.389-390
    • /
    • 2019
  • Tensor decomposition, proven to be an efficient data processing method, can be used to provide data-driven services. we propose a novel datadriven mutation strategy for parent individuals selection, namely tensor-based DE with parapatric and cross-generation(TPCDE).

  • PDF

Directed Evolution of Beta-galactosidase from Escherichia coli into Beta-glucuronidase

  • Xiong, Ai-Sheng;Peng, Ri-He;Zhuang, Jing;Liu, Jin-Ge;Xu, Fang;Cai, Bin;Guo, Zhao-Kui;Qiao, Yu-Shan;Chen, Jian-Min;Zhang, Zhen;Yao, Quan-Hong
    • BMB Reports
    • /
    • 제40권3호
    • /
    • pp.419-425
    • /
    • 2007
  • In vitro directed evolution through DNA shuffling is a powerful molecular tool for creation of new biological phenotypes. E. coli $\beta$-galactosidase and $\beta$-glucuronidase are widely used, and their biological function, catalytic mechanism, and molecular structures are well characterized. We applied an in vitro directed evolution strategy through DNA shuffling and obtained five mutants named YG6764, YG6768, YG6769, YG6770 and YG6771 after two rounds of DNA shuffling and screening, which exhibited more $\beta$-glucuronidase activity than wild-type $\beta$-galactosidase. These variants had mutations at fourteen nucleic acid sites, resulting in changes in ten amino acids: S193N, T266A, Q267R, V411A, D448G, G466A, L527I, M543I, Q626R and Q951R. We expressed and purified those mutant proteins. Compared to the wild-type protein, five mutant proteins exhibited high $\beta$-glucuronidase activity. The comparison of molecular models of the mutated and wildtype enzymes revealed the relationship between protein function and structural modification.

방사성 폐기물 지층 처분장과 암반의 역학적 특성 변화 - ANDRA의 예 - (Mechanical evolution of radioactive waste repository and rock mass - A review on ANDRA's case -)

  • 정소걸;신중호
    • 터널과지하공간
    • /
    • 제18권3호
    • /
    • pp.165-174
    • /
    • 2008
  • 지하 500 m의 처분장 주위 암반이 수 십 만년 이상 장기적으로 지압과 열하중을 받음으로 인해 발생되는 역학적-열적-수리적-화학적 특성변화에 대한 프랑스의 연구 결과를 분석하고 우리나라의 방사성 폐기물 처분에 관련된 연구 방향 설정과 부지확보 등 기초자료를 도출하고자 하였다. 우리나라에서 방사성 폐기물 관련 사업을 수행함에 있어 선택의 폭을 넓히기 위해서는 첫째, 처분심도를 비롯한 처분 대상 지질매체(화성암 및 퇴적암)의 결정을 위한 데이터베이스의 구축이 시급하며, 특히 처분장 건설시에 갱도 혹은 처분 셀 주위에 발생되었던 파쇄 균열이 처분장을 장기간 운영하는 과정에서 치료되는 특성에 대한 규명이 필요할 것이다. 둘째, 장기적 EDZ 거동 변화에 대한 검증이 필요하며 처분 개념의 가역성(reversibility)에 대한 검토도 이루어져야 할 것으로 판단된다. 셋째, 한국형 방사성 폐기물 지층처분에 관한 타당성 검토와 개념설계를 바탕으로 구축된 지하실험실을 이용하여 처분장 설계 개념을 검증하는 연구 개발이 시급한 것으로 판단된다.

RSM을 이용한 6MW BLDC용 영구자석의 형상 최적화 연구 (I) (A Permanent Magnet Pole Shape Optimization for a 6MW BLDC Motor by using Response Surface Method (I))

  • 우성현;정현구;신판석
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2008년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
    • /
    • pp.65-67
    • /
    • 2008
  • An adaptive response surface method with Latin Hypercube sampling strategy is employed to optimize a magnet pole shape of large scale BLDC motor to minimize the cogging torque. The proposed algorithm consists of the multi-objective Pareto optimization and ($1+{\lambda}$) evolution strategy to find the global optimal points with relatively fewer sampling data. In the adaptive RSM, an adaptive sampling point insertion method is developed utilizing the design sensitivities computed by using finite element method to set a reasonable response surface with a relatively small number of sampling points. The developed algorithm is applied to the shape optimization of PM poles for 6MW BLDC motor.

  • PDF

서비스 납기가 주어진 다목적차량일정문제를 위한 혼성유전알고리듬의 개발 (A Hybrid Genetic Algorithm for the Multiobjective Vehicle Scheduling Problems with Service Due Times)

    • 한국경영과학회지
    • /
    • 제24권2호
    • /
    • pp.121-134
    • /
    • 1999
  • In this paper, I propose a hybrid genetic algorithm(HGAM) incorporating a greedy interchange local optimization procedure for the multiobjective vehicle scheduling problems with service due times where three conflicting objectives of the minimization of total vehicle travel time, total weighted tardiness, and fleet size are explicitly treated. The vehicle is allowed to visit a node exceeding its due time with a penalty, but within the latest allowable time. The HGAM applies a mixed farming and migration strategy in the evolution process. The strategy splits the population into sub-populations, all of them evolving independently, and applys a local optimization procedure periodically to some best entities in sub-populations which are then substituted by the newly improved solutions. A solution of the HCAM is represented by a diploid structure. The HGAM uses a molified PMX operator for crossover and new types of mutation operator. The performance of the HGAM is extensively evaluated using the Solomons test problems. The results show that the HGAM attains better solutions than the BC-saving algorithm, but with a much longer computation time.

  • PDF

Latin Hypercube Sampling Experiment와 Multiquadric Radial Basis Function을 이용한 최적화 알고리즘에 대한 연구 (Study on a Robust Optimization Algorithm Using Latin Hypercube Sampling Experiment and Multiquadric Radial Basis Function)

  • ;윤희성;고창섭
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2007년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
    • /
    • pp.162-164
    • /
    • 2007
  • This paper presents a "window-zoom-out" optimization strategy with relatively fewer sampling data. In this method, an optimal Latin hypercube sampling experiment based on multi-objective Pareto optimization is developed to obtain the sampling data. The response surface method with multiquadric radial basis function combined with (1+$\lambda$) evolution strategy is used to find the global optimal point. The proposed method is verified with numerical experiments.

  • PDF

장애인용 전자출판 생태계와 전자책 시장 활성화 방안 (Electronic Publishing Ecosystem and Promotion of E-book Market for the Reading Disabled People)

  • 전광일;임명환;길연희
    • Journal of Information Technology Applications and Management
    • /
    • 제22권2호
    • /
    • pp.219-230
    • /
    • 2015
  • Recently, electronic-book (e-book) market is growing rapidly due to the evolution of information technology and e-book standard EPUB. Users can search e-book on-line and download easily to their e-book readers such as amazon's kindle or smartphones. On the other hand, there is lack of e-book contents for the reading disabled people because of high cost of making e-book accessibility for the reading disabled people. If we can translate EPUB specified e-book contents to the alternative e-book contents suitable for the reading disabled people, then there are many advantages to acquire various types and large volumes of e-book contents for the reading disabled people. This paper suggests a new electronic publishing ecosystem for the reading disabled people using e-book translation method. It also suggests a promotion strategy of e-book market for the reading disabled people.