• Title/Summary/Keyword: Similarity rule

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Dispatching Rule based on Chromaticity and Color Sequence Priorities for the Gravure Printing Operation (색도 및 색순에 따른 그라비아 인쇄 공정의 작업 순서 결정 규칙)

  • Bae, Jae-Ho
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.43 no.3
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    • pp.10-20
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    • 2020
  • This paper presents a method to measure the similarity of assigned jobs in the gravure printing operation based on the chromaticity and color sequence, and order the jobs accordingly. The proposed dispatching rule can be used to fulfill diverse manufacturing site requirements because the parameters can be adjusted to prioritize chromaticity and color sequence. In general, dispatching rules either ignore the job-changing time or require that the time be clearly defined. However, in the gravure printing operation targeted in this study, it is difficult to apply the general dispatching rule because of the difficulties in quantifying the job-changing time. Therefore, we propose a method for generalizing assignment rules of the job planner, allocating relative similarity among assigned jobs, and determining the sequence of jobs accordingly. Chromaticity priority is determined by the arrangement of the color assignments in the printing operation; color sequence priority is determined by the addition, deletion, or change in a specific color sequence. Finally, the job similarity is determined by the dot product of the chromaticity and color sequence priorities. Implementation of the proposed dispatching rule at an actual manufacturing site showed the planner present the same job order as that obtained using the proposed rule. Therefore, this rule is expected to be useful in industrial sites where clear quantification of the job-changing time is not possible.

A Study on Similarity Rule of Loading Period and Thickness with One-dimensional Consolidation Process for Clay (점토의 1차원 압밀과정에 있어서 재하시간과 층두께에 대한 상사법칙에 관한 연구)

  • Kim, Jae Young;Ohshima, Akihiko
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.26 no.6C
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    • pp.369-376
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    • 2006
  • Similarity rule in order to predict the field settlement and consolidation time from oedometer test is not clear because of the thickness, loading time, rate of loading increase, dependence on strain inherent of clay. To investigate the one-dimensional consolidation tests with permeability tests varied loading period and specimen thickness were carried out the application of similarity rule. Main conclusions are 1) f(=1+e)-logk line is a unique property of the soil, 2) $c_{\nu}$, k need no correction, 3)similarity rule is depends on the positions of f-logp line and primary consolidation line.

A study on the establishment of similarity rule for tunneling model tests (터널 모형실험에 대한 상사성 이론 정립에 관한 연구)

  • Park, Si-Hyun;Lee, Seok-Won
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.6 no.2
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    • pp.161-169
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    • 2004
  • In this study, a similarity rule is thoroughly discussed for tunnelling model tests which can simulate actual ground conditions. Based on this prior consideration, theoretical works are performed to simulate a real ground condition into a gravitational field with a similarity. A process is arranged to determine a lining condition in laboratory tests for a sandy ground tunnel.

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A Multiple-Valued Fuzzy Approximate Analogical-Reasoning System

  • Turksen, I.B.;Guo, L.Z.;Smith, K.C.
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1274-1276
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    • 1993
  • We have designed a multiple-valued fuzzy Approximate Analogical-Reseaning system (AARS). The system uses a similarity measure of fuzzy sets and a threshold of similarity ST to determine whether a rule should be fired, with a Modification Function inferred from the Similarity Measure to deduce a consequent. Multiple-valued basic fuzzy blocks are used to construct the system. A description of the system is presented to illustrate the operation of the schema. The results of simulations show that the system can perform about 3.5 x 106 inferences per second. Finally, we compare the system with Yamakawa's chip which is based on the Compositional Rule of Inference (CRI) with Mamdani's implication.

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Exploration of PIM based similarity measures as association rule thresholds (확률적 흥미도를 이용한 유사성 측도의 연관성 평가 기준)

  • Park, Hee Chang
    • Journal of the Korean Data and Information Science Society
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    • v.23 no.6
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    • pp.1127-1135
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    • 2012
  • Association rule mining is the method to quantify the relationship between each set of items in a large database. One of the well-studied problems in data mining is exploration for association rules. There are three primary quality measures for association rule, support and confidence and lift. We generate some association rules using confidence. Confidence is the most important measure of these measures, but it is an asymmetric measure and has only positive value. Thus we can face with difficult problems in generation of association rules. In this paper we apply the similarity measures by probabilistic interestingness measure to find a solution to this problem. The comparative studies with support, two confidences, lift, and some similarity measures by probabilistic interestingness measure are shown by numerical example. As the result, we knew that the similarity measures by probabilistic interestingness measure could be seen the degree of association same as confidence. And we could confirm the direction of association because they had the sign of their values.

Similarity rule of Seepage failure by Centrifuge model test (원심모형시험기를 이용한 사면의 침투 및 파괴에 관한 상사법칙의 검토)

  • Kim, Jae-Young;Jun, Tohda
    • Proceedings of the Korean Geotechical Society Conference
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    • 2004.03b
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    • pp.313-318
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    • 2004
  • When plan breakdown by permeation of fill dam, bank by original decision scale model test of sound, original decision scale model test of sound that destroy having used water was carried out. And original decision scale model test of sound that use viscous fluid is carried out, but doubt remains in experiment result in state that verification of law of similarity is not achieved. In this study, verified according to Modeling of Models' method effecting law of similarity to use n ship horoscope solution of water.

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A Study on the Choice of Fuzzy Rule Genetic Algorithm Using Similarity Check Method (유사성 체크 방법을 이용한 Fuzzy Rule선택 Genetic Algorithm에 관한 연구)

  • Kang, Jeon-Geun;Kim, Myeong-Soon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.11a
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    • pp.731-734
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    • 2017
  • GA(Genetic Algorithm)는 자연계 진화 과정의 적자생존의 유전적 부호화 및 처리과정을 모델링함으로서 해석적으로 처리하기 힘든 문제의 최적화에 널리 이용하고 있으며, 퍼지제어에서 룰의 선택에도 적용된다. 본 논문에서는 일반적인 GA방법에 자료의 유사성을 체크하는 방법을 도입하여 Fuzzy Rule선택 환경에 적용하고 시뮬레이션을 통해 이를 확인한다. 시뮬레이션 결과 제안된 SFRGA(Similarity Fuzzy Rule Genetic Algorithm)방법은 일반적 GA방법보다 단축된 지연시간 효과와 부수적으로 조기포화 현상(premature convergence)의 감소 및 자동 배정 퍼지 클리스터링(Fuzzy clustering)의 가능성을 얻을 수 있었다.

Performance Tests of the Fuel Pump for a Turbopump (터보펌프용 연료펌프의 성능 시험)

  • Kim, Dae-Jin;Hong, Soon-Sam;Choi, Chang-Ho;Kim, Jinhan
    • 유체기계공업학회:학술대회논문집
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    • 2004.12a
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    • pp.655-659
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    • 2004
  • Performance tests of the fuel pump for a turbopump unit have been successfully carried out in water environment. The tests are performed to evaluate the hydraulic and cavitation performances. The head and volute pressure distribution of the fuel pump followed the conventional similarity rule - unlike this, the secondary passage pressure distribution showed a small deviation from the conventional similarity rule. Also, critical cavitation number decreased as the rotational speed of the pump increased.

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A similarity measure of fuzzy sets

  • Kwon, Soon H.
    • Journal of the Korean Institute of Intelligent Systems
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    • v.11 no.3
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    • pp.270-274
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    • 2001
  • Conventional similarity measures suggested so far can be classified into three categories: (i) geometric similarity measures, (ij) set-theoretic similarity measures, and (iii) matching function-based similarity measures. On the basis of the characteristics of the conventional similarity measures, in this paper, we propose a new similarity measure of fuzzy sets and investigate its properLies. Finally, numelical examples are provided for the comparison of characteristics of the proposed similarity measure and other previous similarity measures.

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The categorization process of convergence products: rule-based? or similarity-based? (융합제품의 범주화과정: 규칙기반? 외형적 유사성기반?)

  • Yoon, Chal-Hyuk;Peon, So-Yeon;Kim, Gwi-Gon
    • Journal of Digital Convergence
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    • v.10 no.11
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    • pp.279-285
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    • 2012
  • This study classified the categorization process of convergence products as a rule-based and a similarity-based categorization process. And we examined that how the categorization process was determined according to information types(visual vs. visual + verbal) about the components of two prototypes before convergence and thinking styles(holistic vs. analytic). The result of this study showed: (1) The rule-based categorization process appeared more in case of visual information with verbal information than only visual information. (2) Analytic thinkers chose a rule-based categorization process more than holistic thinkers. These findings provide the theoretical and practical implications to comprehend the categorization process of convergence products and the judgement for consideration set from various convergence products.