• 제목/요약/키워드: Multiple response optimization

검색결과 162건 처리시간 0.031초

QoS 기반 웹 서비스 선택 모형의 성능 평가 (Performance Evaluation of QoS-based Web Services Selection Models)

  • 서상구
    • 한국컴퓨터정보학회논문지
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    • 제12권4호
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    • pp.43-52
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    • 2007
  • 공개 웹 서비스의 수효가 증가하면 동일한 기능을 제공하는 웹 서비스가 여러 개 존재하게 될 것이다. 이들은 가격, 응답 시간, 가용성 등 다양한 QoS 특성들을 가지게 되는데, 주어진 QoS 제약을 만족하며 가장 적합한 서비스를 선택하는 것은 매우 중요한 작업이다. 본 논문에서는 비즈니스 프로세스의 병행 분기와 응답시간 제약을 중점적으로 고려하여 서비스의 선택 모형을 연구하였다. 다차원 다중선택 Knapsack 모형을 기본으로, 각 프로세스 실행 경로 별로 응답시간 제약조건을 갖는 방안과 전체 서비스 타입에 대하여 하나의 응답시간 제약조건을 갖는 방안, 그리고 특정 경로에 대해서만 응답시간 제약 조건을 적용하는 방안을 제시하고, 실험을 통하여 서비스 수, 병행 분기의 수 그리고 제약 조건 값의 크기 등의 변화에 따른 각 방안의 성능을 살펴보았다. 실험에 사용된 데이터를 기준으로 볼 때, 파레토 우세를 이용하여 후보 서비스 수를 줄이는 것은 매우 효과적이며, 중소규모의 복합 웹 서비스에서는 전체 서비스 타입에 대하여 하나의 응답시간 제약을 설정한 방안이 실행시간과 탐색 해의 최적 해 근접도 면에서 효율적인 것으로 분석되었다.

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Multi-response optimization of FA/GGBS-based geopolymer concrete containing waste rubber fiber using Taguchi-Grey Relational Analysis

  • Arif Yilmazoglu;Salih T. Yildirim;Muhammed Genc
    • Computers and Concrete
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    • 제34권2호
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    • pp.213-230
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    • 2024
  • The use of waste tires and industrial wastes such as fly ash (FA) and ground granulated blast furnace slag (GGBS) in concrete is an important issue in terms of sustainability. In this study, the effect of parameters affecting the physical, mechanical and microstructural properties of FA/GGBS-based geopolymer concretes with waste rubber fiber was investigated. For this purpose, the effects of rubber fiber percentage (0.6%, 0.9%, 1.2%), binder (75FA25GGBS, 50FA50GGBS, 25FA75GGBS) and curing temperature (75 ℃, 90 ℃ and 105 ℃) were investigated. The Taguchi-Grey Relational Analysis (TGRA) method was used to obtain optimum parameter levels of rubber fiber geopolymer concrete (RFGC). The slump, fresh and hardened density, compressive strength, flexural strength, static and dynamic modulus of elasticity, ultrasonic pulse velocity (UPV) tests and scanning electron microscopy (SEM) analysis were performed on the produced concretes. The analysis of variance (ANOVA) method was used to statistically determine the effects of the parameters on the experimental results. A confirmation test was performed to test the accuracy of the optimum values found by the TGRA method. With the increase of GGBS percentage, the compressive strength of RFGC increased up to 196%. The increase in rubber fiber percentage and curing temperature adversely affected the mechanical properties of RFGC. As a result of TGRA, the optimum value was found to be A1B3C1. ANOVA results showed that the most effective parameter on the experimental results was the binder with 99% contribution percentage. It is understood from the SEM images that the optimum concrete had a denser microstructure and less capillary cracks and voids. For this study, the use of the TGRA method in multiple optimization has proven to provide very useful and reliable results. In cases where many factors are effective on its strength and durability, such as geopolymer concrete, using the TGRA method allows for finding the optimum value of the parameters by saving both time and cost.

Optimization of the Processing Conditions for the Preparation of Surimi Products Containing Rice Flour

  • Yoon, Minseok;Kim, Jin-Soo;Kim, Dongsoo;Jo, Jinho;Cho, Suengmok
    • Fisheries and Aquatic Sciences
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    • 제17권2호
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    • pp.167-173
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    • 2014
  • Surimi (or fish paste) products are one of the most representative processed seafoods in Korea. In a previous study, we evaluated the potential use of rice flour as an agent to replace wheat flour in surimi products. In this study, we optimized the content of rice flour and water in surimi products using response surface methodology. Rice flour content ($X_1$, w/w) and water content ($X_2$, v/w) were chosen as independent variables and gel strength ($Y_1$) and overall acceptance ($Y_2$) as dependent variables. Optimal conditions of $X_1$ and $X_2$ were 14% and 9.1%, respectively, and the predicted values of the multiple response optimal conditions were $Y_1=656.4(g{\cdot}cm)$ and $Y_2=6.34$. Under optimal conditions, the experimental values of $Y_1$ and $Y_2$ were $647.8(g{\cdot}cm)$ and 6.21, respectively, which were similar to the predicted values. Surimi products that are prepared under optimum conditions were similar in gel strength to those of commercial products. However, its sensory evaluation score was higher than that of the commercial products. In conclusion, rice flour can not only be used as an alternative to wheat flour, but it also can be used to improve the quality of surimi products.

Can Granisetron Injection Used as Primary Prophylaxis Improve the Control of Nausea and Vomiting with Low-Emetogenic Chemotherapy?

  • Keat, Chan Huan;Phua, Gillian;Kassim, Mohd Shainol Abdul;Poh, Wong Kar;Sriraman, Malathi
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권1호
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    • pp.469-473
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    • 2013
  • Background: The purpose of this study is to examine the risk of uncontrolled chemotherapy-induced nausea and vomiting (CINV) among patients receiving low emetogenic chemotherapy (LEC) with and without granisetron injection as the primary prophylaxis in addition to dexamethasone and metochlopramide. Materials and Methods: This was a single-centre, prospective cohort study. A total of 96 patients receiving LEC (52 with and 42 without granisetron) were randomly selected from the full patient list generated using the e-Hospital Information System (e-His). The rates of complete control (no CINV from days 1 to 5) and complete response (no nausea or vomiting in both acute and delayed phases) were identified through patient diaries which were adapted from the MASCC Antiemesis Tool (MAT). Selected covariates including gender, age, active alcohol consumption, morning sickness and previous chemotherapy history were controlled using the multiple logistic regression analyses. Results: Both groups showed significant difference with LEC regimens (p<0.001). No differences were found in age, gender, ethnic group and other baseline characteristics. The granisetron group indicated a higher complete response rate in acute emesis (adjusted OR: 0.1; 95%CI 0.02-0.85; p=0.034) than did the non-granisetron group. Both groups showed similar complete control and complete response rates for acute nausea, delayed nausea and delayed emesis. Conclusions: Granisetron injection used as the primary prophylaxis in LEC demonstrated limited roles in CINV control. Optimization of the guideline-recommended antiemetic regimens may serve as a less costly alternative to protect patients from uncontrolled acute emesis.

레토르트 Crab Analog의 살균 최적화 및 품질 특성 (Optimum Sterilization Conditions and Quality Characteristics of the Retort-Sterilized Crab Analog)

  • 윤재웅;오동훈;김병균;안병수;최종덕;오광수
    • 한국수산과학회지
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    • 제44권1호
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    • pp.31-36
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    • 2011
  • This study developed a normal temperature-circulatable retort-sterilized crab analog (RSCA) with a long shelf-life by retort sterilization. We examined the optimum sterilization conditions and quality characteristics of the RSCA. A central composite design for response surface methodology (RSM) was adopted to optimize of the retort sterilization. The central composite design consisted of 11 samples: four factorial points, four star points, and three central points. The sterilization temperature and $F_0$-value for retort sterilization were the independent variables, and the shearing force, whiteness, and sensory score for texture were the dependent variable. The RSM analysis of the multiple response optimization for the RSCA using the Minitap statistical programing gave an $F_0$-value of 3.3 min. at $117.5^{\circ}C$. The RSM analysis also indicated that the sterilization temperature during retort sterilization was the most influential factor, while the $F_0$-value had little effect on the quality of the RSCA. The moisture, pH and volatile basic nitrogen contents of the RSCA product were 73.1%, 7.3 and 17.2 mg/100 g, respectively, and viable cells count was >18 CFU/g. And sensory quality characteristics of this RSCA was similar to those of a commercial crab analog.

향어(Cyprinus carpio) 함유 야채죽의 제조공정 최적화 (Optimization of Vegetable Rice Porridge Preparation with Israeli Carp Cyprinus carpio)

  • 강상인;김예율;김진수
    • 한국수산과학회지
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    • 제56권3호
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    • pp.275-283
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    • 2023
  • This study optimized the vegetable rice porridge preparation process with Israeli carp Cyprinus carpio (VRP-IC). The optimum heating period for Israeli carp paste (IC-P) in a retort was 120 min as per yield results. Response surface methodology was performed with IC-P/[rice (glutinous rice: non-glutinous rice=6:4) (Rice, RI)+vegetable (carrot: zucchini=1:1) (vegetable, VE)] (X1) and RI/VE (X2) as independent variables; viscosity (Y1), hardness (Y2), amino nitrogen (Y3), and overall sensory acceptance (Y4) as dependent variables. Optimum rates of IC-P, RI, and VE were 47.37%, 24.49%, and 28.15%, respectively; predicted multiple response optimum values for the dependent variables were 20,150 mPa·s, 2,002.9 N/m2, 193.1 mg/100 g, and a 6.4 score for Y1, Y2, Y3, and Y4, respectively. Under optimum conditions, experimental values for Y1, Y2, Y3, and Y4 were 20,359.8±191.9 mPa·s, 2,015.0±9.6 N/m2, 188.1±4.9 mg/100 g, and a 6.5±0.2 score, respectively, which were not significantly different from the predicted values (P < 0.05). Results of F0 value, viscosity, hardness, volatile odor intensity, and browning suggested that the optimum sterilization period was 25 min. VRP-IC prepared under the optimum conditions was superior to commercial vegetable rice porridges in sensory evaluations.

반응표면분석법을 활용한 저상품성 향어(Cyprinus carpio) 쿠키 제조 공정 최적화 (Process Optimization for Cookies with Low-marketable Israeli Carp Cyprinus carpio Using Response Surface Methodology (RSM))

  • 김예율;강상인;김진수
    • 한국수산과학회지
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    • 제56권3호
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    • pp.284-292
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    • 2023
  • This study was conducted to optimize the cookie preparation using Israeli crap Cyprinus carpio paste (C-ICP). The results of response surface methodology suggested the selection of other supplementary materials/[soft flour (SF) + ICP] (X1) and SF/ICP (X2) as independent variables, and hardness (Y1), yellowness (Y2), amino acid nitrogen (Y3), and overall sensory acceptance (Y4) as dependent variables. The optimal conditions of OS, SF, and ICP were 35.0%, 40.3% and 24.7%, respectively, and the predicted values of the multiple response optimal conditions Y1, Y2, Y3, and Y4 were 2,006.2 N/m2, 21.1, 30.0 mg/100 g, and a score of 6.6, respectively. Under the optimum conditions, experimental values of Y1, Y2, Y3, and Y4 were 2,010.5 ± 22.3 N/m2, 21.6 ± 0.5, 29.6 ± 0.7 mg/100 g, and a score of 6.9 ± 0.3, respectively, which were not significantly different from the predicted values (P < 0.05). The results on hardness, moisture, VCI yellowness, and lightness suggested that the optimum heating period was 20 min. C-ICP prepared under the optimum conditions was superior in sensory evaluation to cookies without the Israeli carp paste.

TOPSIS 를 적용한 CRT 후면유리의 다중목적 형상최적설계 (TOPSIS-Based Multi-Objective Shape Optimization for a CRT Funnel)

  • 이광기;한정우;한승호
    • 대한기계학회논문집A
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    • 제35권7호
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    • pp.729-736
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    • 2011
  • TOPSIS(Technique for Order Preference by Similarity to Ideal Solution)는 상충되는 다수의 속성이 존재하는 상황에서 의사결정이 요구되는 다속성 의사결정법(Multi Attribute Decision Making) 중 하나이다. 이는 선택된 대체안이 최선의 이상적 대체안으로부터 가장 가까운 거리에 위치해야 하고, 동시에 부정적으로 이상적인 대체안으로부터는 가장 멀리 위치해야 한다는 논리에 입각한 의사결정 기법이다. TOPSIS 는 최소화와 최대화가 공존하는 다목적함수 형상 최적설계에 적용이 가능하다. 본 연구에서는 TOPSIS 와 베지어 곡선(Rational Bezier Curve)을 적용하여 CRT(Cathode Ray Tubes) 후면유리의 다중목적 형상최적설계를 수행하였다. 무게와 1 차 주응력의 두 가지 다중목적 함수를 최적화하기 위하여, 다중목적 함수의 성능지표를 TOPSIS 의 상대적 근접도로 정의하고 이를 반응표면모델로 구성하여 다중목적 형상최적설계가 가능한 방법론을 제안하였다. 이를 통해 하나의 최적해가 아닌 최적해의 군이 선정되어, 무게와 주응력 최적해의 모순관계를 확인하면서 다양한 설계요구 스펙을 만족시켜줄 수 있는 방안을 설계자가 스스로 선택하도록 하였다.

토양 분리 박테리아에 의한 2,4-Dichlorophenoxyacetic산의 분해 최적화 (Statistical Optimization for Biodegradation of 2,4-Dichlorophenoxyacetic Acid by Soil Isolated Bacterium)

  • Kim, Byunghoon;Myunghee Han;Sungyong Cho;Sungjin Ahn;Lim, Sung-Paal;Sunkyun Yoo
    • 한국미생물·생명공학회지
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    • 제31권1호
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    • pp.83-89
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    • 2003
  • 2,4-D는 자연에서 잘 분해되지 않아 환경에 대하여 심각하게 문제를 일으키지만 널리 사용되고 있는 제초제이다. 이 연구는 광주광역시 인근 지역 과수원에서 분리한 균주 중 가장 높은 2.4-D분해 활성을 보이는 균주를 선정하여, 동정한 결과 Aeromonas sp.로 판명된 균주를 가지고 표면 반응법(Response Surface Methodology)을 이용하여 2,4-D 분해를 최대화하기 위한 중요한 변수들인, pH,온도, 영양분의 농도들의 최적조건을 고찰하였다. 2,4-D분해에 많은 영향을 미치는 변수는 영양분의 농도로 밝혀졌으며, 통계 분석결과 2,4-D분해 최적 조건은 pH 6.5, 온도 $31.8-32.1^{\circ}C$, 영양분 29.6-30.1 g/1로 밝혀졌다.

반응표면분석법을 이용한 개조개(Saxidomus purpuratus) 패각분말로부터 가용성 초산칼슘의 제조 및 특성 (Characteristics and Preparation of Calcium Acetate from Butter Clam (Saxidomus purpuratus) Shell Powder by Response Surface Methodology)

  • 이현지;정남영;박성환;송상목;강상인;김진수;허민수
    • 한국식품영양과학회지
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    • 제44권6호
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    • pp.888-895
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    • 2015
  • 패류의 주된 가공부산물인 패각은 주성분이 불용성의 탄산 칼슘으로, 이를 천연 칼슘소재로 활용하기 위해 개조개 패각의 소성분말로부터 가용성 개선 유기산(초산) 처리 칼슘 제조의 최적조건을 구명하고자 하였다. 반응표면분석법을 이용하여 제조한 11개의 시제 초산칼슘의 pH, 용해도 및 수율로부터 구명한 최적 반응조건은 초산 2.70 M 비율에 대하여 개조개 소성분말 1.05 M이었으며, 이의 최적조건을 적용한 개조개 초산칼슘의 실측 pH, 용해도 및 수율은 각각 pH 7.04, 93.0% 및 267.5%로 예측치와 유사한 결과를 얻었다. 시제 초산칼슘의 완충능은 pH 4.88~4.92 범위였으며, 칼슘 함량과 용해도는 20.7~22.8 g/100 g과 97.2~99.6%였다. FT-IR, XRD 분석 및 FESEM을 통한 미세구조는 비정형 결정으로 calcium acetate monohydrate로 확인되었다. 개조개 패각은 칼슘소재뿐만 아니라 가용성을 높인 유기산 칼슘으로 칼슘강화용 식품소재로의 이용 가능성이 높을 것으로 판단되었다.