• 제목/요약/키워드: Genetic evaluation

검색결과 886건 처리시간 0.032초

유전자 마커를 이용한 하수오, 백수오 및 이엽우피소 종 판별법 개발 (Development of Primer Sets for the Detection of Polygonum multiflorum, Cynanchum wilfordii and C. auriculatum)

  • 김규헌;김용상;김미라;이호연;이규하;김종환;성락선;강태선;이진하;장영미
    • 한국식품위생안전성학회지
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    • 제30권3호
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    • pp.289-294
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    • 2015
  • 본 연구에서는 건강기능성 식품원료로서 이용 빈도가 증가하고 있는 하수오, 백수오 및 이엽우피소에 대한 종 특이 프라이머를 개발하였다. 개발된 종 특이 프라이머는 하수오, 백수오 및 이엽우피소에 대해 원물뿐만 아니라 육안 확인이 어려운 가공식품 등을 대상으로 사용원료의 진위여부를 빠르고 정확하게 확인할 수 있었다. 따라서 본 연구에서 개발한 종 특이 PCR방법은 기존의 일반 프라이머를 사용하는 방법이 가지고 있는 식품 적용 한계를 극복할 수 있을 것이라고 판단하였다.

An Energy Awareness Congestion Control Scheme in Wireless Sensor Networks

  • Kim, Mi-Kyoung;Park, Jun-Ho;Seong, Dong-Ook;Kwak, Dong-Won;Yoo, Jae-Soo
    • International Journal of Contents
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    • 제7권1호
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    • pp.8-13
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    • 2011
  • For energy-efficiency in Wireless Sensor Networks (WSNs), when a sensor node detects events, the sensing period for collecting the detailed information is likely to be short. The lifetime of WSNs decreases because communication modules are used excessively on a specific sensor node. To solve this problem, the TARP decentralized network packets to neighbor nodes. It considered the average data transmission rate as well as the data distribution. However, since the existing scheme did not consider the energy consumption of a node in WSNs, its network lifetime is reduced. In this paper, we propose an energy awareness congestion control scheme based on genetic algorithms in WSNs. The proposed scheme considers the remaining amount of energy and the transmission rate on a single node in fitness evaluation. Since the proposed scheme performs an efficient congestion control, it extends the network lifetime. In order to show the superiority of the proposed scheme, we compare it with the existing scheme through performance evaluation. It is shown that the proposed scheme enhances the data fairness and improves the network lifetime by about 27% on average over the existing scheme.

유전자 알고리즘을 이용한 CANDU 압력관의 확률론적 손상역학 평가 (Probabilistic Damage Mechanics Assessment of CANDU Pressure Tube using Genetic Algorithm)

  • 고한옥;장윤석;최재붕;김영진;김홍기;최영환
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2008년도 추계학술대회A
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    • pp.192-192
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    • 2008
  • As the lifetime of nuclear power plants (NPPs) reaches design life, the probability for fatal accidents increases. Most of accidents are known to be caused by degradation of mechanical components. Pressure tubes are the most important components in CANDU reactor. They are subjected to various aging mechanisms such as delayed hydride cracking (DHC), irradiation and corrosion, etc. Therefore, the integrity of pressure tube is key concern in CANDU reactor. Up to recently, conventional deterministic approaches have been utilized to evaluate the integrity of components. However, there are many uncertainties to prevent a rational evaluation. The objective of this paper is to assess the failure probability of pressure tube in CANDU. To do this, probability fracture mechanics (PFM) analysis based on the Genetic Algorithm (GA) is performed. For the verification of the analysis, a comparison of the PFM analysis using a commercial code and mathematical method is carried out.

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효율적 유지보수를 위한 도시철도 전동차 브레이크의 시스템 신뢰도 최적화 (Reliability Optimization of Urban Transit Brake System For Efficient Maintenance)

  • 배철호;김현준;이정환;김세훈;이호용;서명원
    • 대한기계학회논문집A
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    • 제31권1호
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    • pp.26-35
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    • 2007
  • The vehicle of urban transit is a complex system that consists of various electric, electronic, and mechanical equipments, and the maintenance cost of this complex and large-scale system generally occupies sixty percent of the LCC (Life Cycle Cost). For reasonable establishing of maintenance strategies, safety security and cost limitation must be considered at the same time. The concept of system reliability has been introduced and optimized as the key of reasonable maintenance strategies. For optimization, three preceding studies were accomplished; standardizing a maintenance classification, constructing RBD (Reliability Block Diagram) of VVVF (Variable Voltage Variable Frequency) urban transit, and developing a web based reliability evaluation system. Historical maintenance data in terms of reliability index can be derived from the web based reliability evaluation system. In this paper, we propose applying inverse problem analysis method and hybrid neuro-genetic algorithm to system reliability optimization for using historical maintenance data in database of web based system. Feed-forward multi-layer neural networks trained by back propagation are used to find out the relationship between several component reliability (input) and system reliability (output) of structural system. The inverse problem can be formulated by using neural network. One of the neural network training algorithms, the back propagation algorithm, can attain stable and quick convergence during training process. Genetic algorithm is used to find the minimum square error.

형제 자료에 근거한 유전연관성 추세 검정법의 비교 (Comparison of Trend Tests for Genetic Association with Sibship Data)

  • 오영신;김한상;송혜향
    • 응용통계연구
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    • 제23권5호
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    • pp.845-855
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    • 2010
  • 의학의 여러 분야의 연관성 연구에서 효율성이 높은 방법으로 채택되고 있는 질병-대조 연구계획을 다수 형제 자료에 근거한 유전연관성 연구에 적용하기 위해서는 가족 자료에 근거한 추세 검정통계량이 요구된다. 독립된 개체에 적용하는 Cochran-Armitage 추세 검정통계량은 가족 자료의 경우 제 1종 오류가 보장되지 않으며, 동일 가족의 다수 형제 자료로 인한 공분산을 감안한 추세 검정통계량이 제시되어야 한다. 본 논문에서는 특히 동일 가족의 질병형제수에 따른 가중을 도입하여 질병과 관련된 마커좌위에서의 유전자형 자료가 수집되는 경우에 검정력이 더욱 높게 되는 검정통계량을 제안한다. 예제 가족 자료로 가중을 고려한 경우와 고려하지 않은 경우의 검정통계량을 계산하여 비교한다.

메트릭에 따른 탐색 기반 테스팅 알고리즘 비교 (A Comparison of the Search Based Testing Algorithm with Metrics)

  • 최현재;채흥석
    • 정보과학회 논문지
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    • 제43권4호
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    • pp.480-488
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    • 2016
  • 탐색 기반 테스팅은 넓은 탐색 범위에서 효과적으로 테스트 데이터를 생성하는 대표적인 기술중 하나이다. 탐색 기반 테스팅의 성능이 프로그램의 구조적 특성에 영향을 받는 것이 알려져 있음에도 구조적 특성을 고려한 탐색 기반 테스팅 비교 연구는 제한적으로 수행되었다. 본 연구는 탐색 기반 테스팅 비교를 통해 테스트 대상의 구조적 특성 차이에 따른 최적 알고리즘을 분석하고자 한다. 실험 결과의 일반화를 위해 탐색 성능에 영향을 주는 4가지 메트릭 값을 조합하여 19,800개의 테스트 대상 프로그램을 자동 생성하였다. 실험 결과 복잡도가 높은 프로그램을 20,000번 이하의 횟수로 분석하였을 경우에는 유전 알고리즘이 가장 우수한 성능을 보였으나 50,000번 이상 분석하였을 경우에는 유전 담금질 기법과 담금질 기법이 다른 알고리즘들 보다 우수한 성능을 보였다. 복잡도가 낮은 프로그램에서는 유전 담금질 기법, 담금질 기법, 언덕 오르기 방법이 다른 알고리즘들 보다 우수한 성능을 보였다.

The effect of progeny numbers and pedigree depth on the accuracy of the EBV with the BLUP method

  • Jang, Sungbong;Kim, So Yeon;Lee, Soo-Hyun;Shin, Min Gwang;Kang, Jimin;Lee, Dooho;Kim, Sidong;Noh, Seung Hee;Lee, Seung Hwan;Choi, Tae Jeong
    • 농업과학연구
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    • 제46권2호
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    • pp.293-301
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    • 2019
  • This study was done to estimate the effect of progeny numbers and pedigree depth on the accuracy of the estimated breeding value (EBV) using best linear unbiased prediction (BLUP) method in Hanwoo. The experiment groups (sire = 100, 200, and 300; progeny = 4 and 8) were made by random sampling and by genetic evaluation of the following traits: Body weight (BW), carcass weight (CW), eye muscle area (EMA), back fat thickness (BFT) and marbling score (MS9). As a result of the genetic evaluation, the accuracy of the EBV was roughly 30 - 60% with 4 progenies, and the accuracy of the EBV increased by about 50 - 75% with 8 progenies. In the other words, when the number of progenies increased from 4 to 8, the accuracy of the EBV simultaneously increased by about 15 - 20%. Moreover, when the number of sires was higher, variations in the accuracy of the EBV within the groups for each trait decreased. Therefore, this result indicates that not only the number of progeny but also the number of sires can affect the accuracy of the EBV. Consequently, collecting information on the progeny and careful management of that information are very important things in the Hanwoo breeding system. Therefore, the EBV can show more precise results when conducting genetic evaluations.

Evaluation of Genetic Characteristics and Essential oil Composition of Coriander (Coriandrum sativum L.)

  • Tae Hee Kim;Song Mun Kim;Ki Yeon Lee;Kyung Dae Kim;Jae Hee Lee;Eun Ha Jang;Jin Gwan Ham
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2022년도 추계학술대회
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    • pp.320-320
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    • 2022
  • Coriander(Coriandrum sativum L.) belongs to the family Umbelliferae/Apiaceae. It is cultivated as a spice and medicinal herb around the world, including its leaves and seeds. Coriander leaves have soft and fragrant, so they can be used in cuisines such as China, Mexico, and, Southeast Asia. Coriander leaves contain a high amount of vitamin C, carotene, and multiple polyphenols. Coriander essential oils and extracts have various chemical components and are known to have antioxidant, antibacterial, and antifungal activities. This study was carried out for resource discovery, propagation, and DB construction of aromatic plants. In order to evaluate the genetic characteristics, 30 kinds of Coriander seeds were supplied from the Center for Genetic Resources. The evaluation of characteristics of the basal part leaf number, leaf shape, and plant height was investigated. Also, Essential oils extract from various parts of plants including the leaves, flowers, and steam isolated by simultaneous distillation extraction(SDE) apparatus. In the results, heights showed growing to 70 cm over and basal part leaf number 0 to7. The leaves are variable, they are measured according to leaves incisions, and most of the included incision. The qualitative analysis of EOs was performed using gas chromatography-mass spectrometry. EOs had various chemical compositions. Major compounds were trans-2-Decenal, linalool, decanal, 2-Dodecenal, 13-Tetradecanal, 2-Undecenal.

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Monitoring of white striping and wooden breast cases and impacts on quality of breast meat collected from commercial broilers (Gallus gallus)

  • Malila, Yuwares;U-chupaj, Juthawut;Srimarut, Yanee;Chaiwiwattrakul, Premsak;Uengwetwanit, Tanaporn;Arayamethakorn, Sopacha;Punyapornwithaya, Veerasak;Sansamur, Chalutwan;Kirschke, Catherine P.;Huang, Liping;Tepaamorndech, Surapun;Petracci, Massimiliano;Rungrassamee, Wanilada;Visessanguan, Wonnop
    • Asian-Australasian Journal of Animal Sciences
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    • 제31권11호
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    • pp.1807-1817
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    • 2018
  • Objective: This study aimed at investigating white striping (WS) and wooden breast (WB) cases in breast meat collected from commercial broilers. Methods: A total of 183 breast samples were collected from male Ross 308 broilers slaughtered at the age of 6 weeks (n = 100) and 7 weeks (n = 83). The breasts were subjected to meat defect inspection, meat quality determination and histology evaluation. Results: Of 183, 4 breasts from 6-week-old broilers were classified as non-defective while the others exhibited the WS lesion. Among the 6-week-old birds, the defective samples from the medium size birds (carcass weight ${\leq}2.5kg$) showed mild to moderate WS degree with no altered meat quality. Some of the breasts from the 6-week-old birds with carcass weight above 2.5 kg exhibited WB in accompanied with the WS condition. Besides of a reduction of protein content, increases in collagen matter and pH values in the defective samples (p<0.05), no other impaired quality indices were detected within this group. All 7-week-old broilers yielded carcasses weighing above 2.5 kg and showed abnormal characteristics with progressive severity. The breasts affected with severe WS and WB showed the greatest cook loss, hardness, springiness and chewiness (p<0.05). Development of WB induced significantly increased drip loss in the samples (p<0.05). Histology indicated necrotic events in the defective myofibers. Based on logistic regression, increasing percent breast weight by one unit enhanced the chance of WS and WB development with advanced severity by 50.9% and 61.0%, respectively. Delayed slaughter age from 6 to 7 weeks increased the likelihood of obtaining increased WS severity by 56.3%. Conclusion: Cases of WS and WB defects in Southeast Asia have been revealed. Despite few cases of the severe WS and WB, such abnormal conditions significantly impaired technological properties and nutritional quality of broiler breasts.

Factor Analysis of Genetic Evaluations For Type Traits of Canadian Holstein Sires and Cows

  • Ali, A.K.;Koots, K.R.;Burnside, E.B.
    • Asian-Australasian Journal of Animal Sciences
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    • 제11권5호
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    • pp.463-469
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    • 1998
  • Factor analysis was applied as a multivariate statistical technique to official genetic evaluations of type classification traits for 1,265,785 Holstein cows and 10,321 sires computed from data collected between August 1982 and June 1994 in Canada. Type traits included eighteen linear descriptive traits and eight major score card traits. Principal components of the factor analysis showed that only five factors explain the information of the genetic value of linear descriptive traits for both cows and sires. Factor 1 included traits related to mammary system, like texture, median suspensory, fore attachment, fore teat placement and rear attachment height and width. Factor 2 described stature, size, chest width and pin width. These two factors had a similar pattern for both cows and sires. In constrast, Factor 3 for cows involved only bone-quality, while in addition for sires, Factor 3 included foot angle, rear legs desirability and legs set. Factor 4 for cows related to foot angle, set of rear leg and leg desirability, while Factor 4 related to loin strenth and pin setting for sires. Finally, Factor 5 included loin strength and pin setting for cows and described only pin setting for sires. Two factors only were required to describe score card traits of cows and sires. Factor 1 related to final score, feet and legs, udder traits, mammary system and dairy character, while frame/capacity and rump were described by Factor 2. Communality estimates which determine the proportion of variance of a type trait that is shared with other type traits via the common factor variant were high, the highest ${\geq}$ 80% for final score, stature, size and chest width. Pin width and pin desirability had the lowest communality, 56% and 37%. Results indicated shifts in emphasis over the twelve-year period away from udder traits and dairy character, and towards size, scale and width traits. A new system that computes fmal score from type components has been initiated.