• 제목/요약/키워드: colony weight

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AN EFFICIENT DENSITY BASED ANT COLONY APPROACH ON WEB DOCUMENT CLUSTERING

  • M. REKA
    • Journal of applied mathematics & informatics
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    • 제41권6호
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    • pp.1327-1339
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    • 2023
  • World Wide Web (WWW) use has been increasing recently due to users needing more information. Lately, there has been a growing trend in the document information available to end users through the internet. The web's document search process is essential to find relevant documents for user queries.As the number of general web pages increases, it becomes increasingly challenging for users to find records that are appropriate to their interests. However, using existing Document Information Retrieval (DIR) approaches is time-consuming for large document collections. To alleviate the problem, this novel presents Spatial Clustering Ranking Pattern (SCRP) based Density Ant Colony Information Retrieval (DACIR) for user queries based DIR. The proposed first stage is the Term Frequency Weight (TFW) technique to identify the query weightage-based frequency. Based on the weight score, they are grouped and ranked using the proposed Spatial Clustering Ranking Pattern (SCRP) technique. Finally, based on ranking, select the most relevant information retrieves the document using DACIR algorithm.The proposed method outperforms traditional information retrieval methods regarding the quality of returned objects while performing significantly better in run time.

4-WEEK SUBCUTANEOUS TOXICITY STUDY OF RECOMBINANT GRANULOCYTE-MACROPHAGE COLONY STIMULATING FACTOR (LBD-005) IN RATS

  • Kim, Hyoung-Chin;Boohyon Kang;Han, Sang-Seop;Park, Jung-Koo
    • Toxicological Research
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    • 제8권1호
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    • pp.49-61
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    • 1992
  • Recombinant granulocyte-macrophage colony stimulating factor was subcutaneously administered to both sexes of Sprague-Dawley rats at the doses of 0, 0.5, 1 and 2mg/kg of body weight five days per week for 4 weeks to evaluate the subchronic toxicity. There were decreased 1 and 2 mg/kg. In the serum, changes were decreased alkaline phostatase(ALP) in the female groups dosed at 1 and 2mg/kg, and increased glutamic oxaloacetic transaminiase (GOT)in the male groups dosed at 0.5 and 2.0mg/kg.

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Symmetric Traveling Salesman Problem을 해결하기 위해 Ant Colony System에서의 효과적인 최적화 방법에 관한 연구 (An Effective Ant Colony System Optimization for Symmetric Traveling Salesman Problem)

  • 정태웅;이승관;정태충
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2000년도 추계학술발표논문집 (상)
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    • pp.321-324
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    • 2000
  • 조합 최적화 문제인 Traveling Salesman problems(TSP)을 Genetic Algorithm(GA)[3]과 Local Search Heuristic Algorithm[8]을 이용하여 접근하는 것은 최적해를 구하기 위해 널리 알려진 방법이다. 본 논문에서는 TSP문제를 해결하기 위한 또 다른 접근법으로, 다수의 Ant들이 Tour들을 찾는 ACS(Ant Colony System) Algorithms[4][6][7]을 소개하고, ACS에서 Global Optima를 찾는 과정에서, 이미 이루어져 있는 Ant들의 Tour결과들을 서로 비교한다. Global Updating Rule에 의해 Global Best Tour 에 속해 있는 각 Ant Tour의 edge들을 update하는 ACS Algorithm에, 각 루프마다 Ant Tour들을 우성과 열성 인자들로 구분하고, 각각의 우성과 열성 인자들에 대해서 Global Updating Rule에 기반한 가중치를 적용(Weight Updating Rule)하므로서 기존의 ACS Algorithm보다 효율적으로 최적 해를 찾아내는 방법에 대해서 논하고자 한다.

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Optimum design of geometrically non-linear steel frames using artificial bee colony algorithm

  • Degertekin, S.O.
    • Steel and Composite Structures
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    • 제12권6호
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    • pp.505-522
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    • 2012
  • An artificial bee colony (ABC) algorithm is developed for the optimum design of geometrically non-linear steel frames. The ABC is a new swarm intelligence method which simulates the intelligent foraging behaviour of honeybee swarm for solving the optimization problems. Minimum weight design of steel frames is aimed under the strength, displacement and size constraints. The geometric non-linearity of the frame members is taken into account in the optimum design algorithm. The performance of the ABC algorithm is tested on three steel frames taken from literature. The results obtained from the design examples demonstrate that the ABC algorithm could find better designs than other meta-heuristic optimization algorithms in shorter time.

TERATOGENICITY STUDY OF RECOMBINANT GRANULOCYTE-MACROPHAGE COLONY STIMULATING FACTOR (LBD-005) IN RABBITS

  • Chung, Moon-Koo;Han, Sang-Seop;Roh, Jung-Koo
    • Toxicological Research
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    • 제9권1호
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    • pp.61-67
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    • 1993
  • LBD-005, a newly developed recombinant granulocyte-macrophage colony-stimulating factor, was at dose levels of 0, 20, 80 and 320ng/kg/day administered subcutaneously to pregnat New Zealand White rabbits during the organogenetic period. The dams were subjected to caesarean section on day 28 of pregnancy. Effects of test substance on dams and embryonal development of fetuses were examined. No treatment-related changes in clinical signs and necropsy findings of dams were observed in all groups. At 80 and 320 ng/kg, a significant decrease in food consumption followed by a loss in body weight was found.

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순회 판매원 문제에서 개미 군락 시스템을 이용한 효율적인 경로 탐색 (Efficient Path Search Method using Ant Colony System in Traveling Salesman Problem)

  • 홍석미;이영아;정태충
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제30권9호
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    • pp.862-866
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    • 2003
  • 조합 최적화 문제인 순회 판매원 문제(Traveling Salesman Problem, TSP)를 유전자 알고리즘(Genetic Algorithm)과 Local Search Heuristic인 Lin-Kernighan(LK) Heuristic[1]을 이용하여 접근하는 것은 최적 해를 구하기 위해 널리 알려진 방법이다. 본 논문에서는 TSP 문제를 해결하기 위한 또 다른 접근법으로 ACS(Ant Colony system) 알고리즘을 소개하고 새로운 페로몬 갱신 방법을 제시하고자 한다. ACS 알고리즘은 다수의 개미들이 경로를 만들어 가는 과정에서 각 에지상의 페로몬 정보를 이용하며, 이러한 반복적인 경로 생성 과정을 통해 최적 해를 발견하는 방법이다. ACS 기법의 전역 갱신 단계에서는 생성된 모든 경로들 중 전역 최적 경로에 속한 에지들에 대하여 페로몬을 갱신한다. 그러나 본 논문에서는 전역 갱신 규칙이 적용되기 전에 생성된 모든 에지에 대하여 페로몬을 한번 더 갱신한다. 이 때 페로몬 갱신을 위해 각 에지들의 발생 빈도수를 이용한다. 개미들이 생성한 전체 에지들의 발생 빈도수를 페로몬 정보에 대한 가중치(weight)로 부여함으로써 각 에지들에 대하여 통계적 수치를 페로몬 정보로 제공할 수 있었다. 또한 기존의 ACS 알고리즘보다 더 빠른 속도로 최적 해를 찾아내며 더 많은 에지들이 다음 번 탐색에 활용될 수 있게 함으로써 지역 최적화에 빠지는 것을 방지할 수 있다.

Effects of Larval Grafted Age for Artificial Queen-rearing on Queen Reproductive Potential and Growth of Apis cerana Colony

  • Vung, Nguyen Ngoc;Kim, Iksoo;Lee, Man Young;Kim, Hye Kyung;Kim, Dong Won;Woo, Soon Ok;Choi, Yong Soo
    • 한국양봉학회지
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    • 제33권4호
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    • pp.261-268
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    • 2018
  • Queen honey bees (Apis cerana) can be reared artificially on demand by the use of grafting technique. The technique consists of grafting young worker larvae into queen cell cups and raising in a queenless strong colony. As the age of grafted larvae for queen rearing exhibited several aspects related to quality and reproductive potential of queen, this study were conducted to investigate the influence of age of grafted larva on morphological characteristics and lifespan of queen, and the growth of colony she headed. Our results demonstrated that queens reared from young worker larvae (i.e., less than 1-day old larvae) were significantly larger in size (i.e., body weight and thorax width) than that of queens reared from 2-day old worker larvae. Moreover, queens reared from younger worker larvae initiated egg-laying earlier, stored more spermatozoa in spermatheca and had a longer lifespan compared to queens raised from older worker larvae. We also found a significant positive effect of queen grafting age on the production of worker and drone brood, adult worker population in colonies headed by queens reared from younger larvae. These findings suggested that rearing queens from brood grafted at the earliest possible age could increase the reproductive potential of queen as well as fitness of colony she head.

가열 처리에 따른 커틀릿의 식품안전성 확보 조건 - 내부 중심온도, 색도 및 위생지표미생물을 중심으로 - (Effect of Cooking on the Food Safety of Cutlet - Changes of Internal Temperature, Color, and Indicator Organisms -)

  • 김종규;김중순
    • 한국환경보건학회지
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    • 제41권2호
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    • pp.82-89
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    • 2015
  • Objectives: This study was performed to investigate the effect of cooking time on the internal temperature and color of cutlets and the reduction of indicator organisms in cutlets by cooking. Methods: Three kinds of commercially packed frozen cutlets (pork, chicken and fish cutlets), were purchased from local markets. The cutlets were cooked in a frying pan at $180^{\circ}C$ for four minutes. Internal temperature was measured with a food thermometer. Color was measured using a Hunter spectrocolorimeter. Aerobic colony counts, coliforms, and Escherichia coli were determined according to the Food Code of Korea. Results: The internal cooked temperature of every cutlet reached over $74^{\circ}C$, the temperature considered safe, after three minutes, while external temperature reached this level in two minutes (p < 0.001). The instrumental color value as lightness (L) in the cooked cutlets significantly changed (p < 0.001) after one minute. The level of aerobic colony counts of fresh cutlets was under the specification and was reduced to one tenth its level in the cooked cutlets. Coliforms and E. coli were not detected in all samples. The internal temperature of the cutlets was significantly affected by cooking time and weight (p < 0.001). The interaction effect of time and weight was also significant (p < 0.001), and time was the more influential factor. Conclusion: The results of this study indicate that the sampled cutlets should be cooked for a minimum of three minutes or more in order to ensure food safety. The results also indicate that if consumers cease cooking based on external temperature or color, there will be a risk of inadequate cooking.

방사선 조사 마우스에서 분죽(Phyllostachys nigra var. henenis Strapf)잎 추출물의 효과 (The effect of Phyllostachys nigra var. henenis Strapf leaf extract in the gamma-irradiated mice)

  • 신동호;김종춘;김세라;오헌;박인철;오기석;정희종;장종식;김성호
    • 대한수의학회지
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    • 제43권1호
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    • pp.49-55
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    • 2003
  • This study was performed to determine the effect of Phyllostachys nigra var. henenis Strapf leaf extract on jejunal crypt survival, endogenous spleen colony formation and apoptosis in jejunal crypt cells of mice irradiated with high and low dose of gamma-radiation. Phyllostachys nigra var. henenis Strapf administration before irradiation (I.P.: 125 mg/kg of body weight, at 24 hours before irradiation) resulted in an increase of the formation of endogenous spleen colony (p<0.01). The frequency of radiation-induced apoptosis was also reduced by pretreatment of Phyllostachys nigra var. henenis Strapf (I.P.: 280 mg/kg or 28 mg/kg of body weight, at 24 hours before irradiation, p<0.01). These results indicated that Phyllostachys nigra var. henenis Strapf might be a useful radioprotector, especially since it is a relatively nontoxic natural product. Further studies are needed to characterize better the promotion nature of Phyllostachys nigra var. henenis Strapf and its components.