• 제목/요약/키워드: Fuzzy Matching

검색결과 162건 처리시간 0.027초

칼라 맞춤 및 분배 기능을 가진 컴퓨터 자동화 시스템의 퍼지 제어 (Fuzzy Control of Computer Automatic System with Color Matching and Dispensing Functions)

  • 한일석;류상문;임태우;안태천
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2000년도 춘계학술대회 학술발표 논문집
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    • pp.146-149
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    • 2000
  • In this paper, Computer Colour Matching and Kitchen System (CCMKS) is developed on the basis of delphi package and one-chip processor with fuzzy-PID control. CCMKS will be widely used in the colour dyeing industry as an integrated colour matching and dispensing system which have more advantages than the conventional matching or dispensing system, when controlling the real dyeing processes. Delphi is utilized in making database and search/matching routes. The developed matching function reduces the search and matching time to about one third. One-chip processor is designed and manufactured for the distributed control of three-phase induction motors. Fuzzy-PID control is applied to the speed control of three-phase induction motors for a very precise weight of colour at CCMKS. The developed kitchen function decreases the dispensing time to about one twentieth. The experimental results show CCMKS has more excellent search time, more precise weight and much high fidelity than conventional colour matching or dispensing system, in the performance.

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양방향 퍼지 매칭 알고리즘: 취업정보 적용 (Bi-directional Fuzzy Matching Algorithm)

  • 김형래;정인수
    • 인터넷정보학회논문지
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    • 제12권3호
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    • pp.69-76
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    • 2011
  • 온라인 중개 서비스 시스템에서 원하는 고객을 상호 매칭시키는 기능은 핵심 역할 중의 하나이다. 매칭은 정보검색과 같이 한쪽의 의사만으로 결정되는 단방향과, 양쪽 사용자의 의사를 모두 고려하는 양방향 방식이 있다. 기존의 양방향 방식은 사용자가 상대에 대한 관심을 직접 입력하여야 하므로 입력의 번거로움 뿐만 아니라 상대가 나에 대해 관심을 입력하지 않은 경우는 서비스 활용이 어렵다는 문제점이 있었다. 따라서 본 연구는 퍼지 알고리즘을 이용하여 시스템이 상대의 흥미를 자동으로 계산하도록 하여 양방향 방식을 자동화 하고자한다. 개발된 퍼지 알고리즘의 구인/구직 정보매칭 결과가 모두 95%이상의 취업알선가능률을 보였다. 또한 실 서비스에 구축하여 도입효과를 분석한 결과 취업활동 동기 부여에 통계적으로 유의미한 긍정적인 효과가 나타났다.

TOLERANT FUZZY PATTERN MATCHING : AN INTRODUCTION

  • DUBOIS, DIDIER;PRADE, HENRI
    • 한국지능시스템학회논문지
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    • 제3권2호
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    • pp.3-17
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    • 1993
  • The fuzzy pattern matching technique has been developed in the framework of fuzzy set and possibility theory in order to take into account the imprecision and the uncertainty pervading values which have to be compared to requirements (which may be fuzzy) in a pattern matching process. This paper restates the basic principles and extends them to situations where (sub)patterns are only required to be satisfied up to a given tolerance (which may be fuzzy), or where the different subparts of a compound pattern may have various levels of importance. Both cases correspond to a weakening of elementary patterns. which can be expressed by a fuzzy relations modelling an approximate equality or an uncertain strict equality respectively. We also study the more sophisticated case where some elementary patterns have not to be satisfied with the highest priority provided that weaker requirements remain satisfied. The fuzzy pattern matching technique applies in a variety of problems including the evaluation of soft queries with respect to a fuzzy database, the evaluation of the fuzzy condition parts of rules in approximate reasoning, or the evaluation of the belonging of an ill-known object to a flexible class in classification problems.

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Modeling of Bank Asset Management System based on Intelligent Agent

  • Kim, Dae-Su;Kim, Chang-Suk
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제1권1호
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    • pp.81-86
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    • 2001
  • In this paper, we investigated the modeling of Bank Asset Management System(BAME) based on intelligent agent. To achieve this goal, we introduced several kinds of agents that show intelligent features. BAMS is a user friendly system and adopts fuzzy converting system and fuzzy matching system that returns reasonable similarity matching results. Generation function of the proximity degree is suggested. Fuzzification of investment type categories and feature values are defined, and generation of proximity degree is also derived. An example of bank asset management system is introduced and simulated. Investment type matching utilizing fuzzy measure is tested and it showed quite reasonable similarity matching results.

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상태-정합 성능 향상을 위한 지능형 디지털 재설계에 관한 새로운 충분조건들 (New Sufficient Conditions to Intelligent Digital Redesign for the Improvement of State-Matching Performance)

  • Kim, Do-Wan;Joo, Young-Hoon;Park, Jin-Bae
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2006년도 추계학술대회 학술발표 논문집 제16권 제2호
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    • pp.293-296
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    • 2006
  • This paper presents new sufficient conditions to an intelligent digital redesign (IDR). The purpose of the IDR is to effectively convert an existing continuous-time fuzzy controller to an equivalent sampled-data fuzzy controller in the sense of the state-matching. The state-matching error between the closed-loop trajectories is carefully analyzed using the integral quadratic functional approach. The problem of designing the sampled-data fuzzy controller to minimize the state-matching error as well as to guarantee the stability is formulated and solved as the convex optimization problem with linear matrix inequality (LMI) constraints.

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불완전한 전반부 정합 하에서의 관측기 기반 구간 2형 T-S 퍼지 시스템의 H 퍼지 제어기 설계 (Observer-based H Fuzzy Controller Design of Interval Type-2 Takagi-Sugeno Fuzzy Systems Under Imperfect Premise Matching)

  • 황성환;박진배;주영훈
    • 전기학회논문지
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    • 제66권11호
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    • pp.1620-1627
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    • 2017
  • In this paper, we design an observer-based $H_{\infty}$ fuzzy controller for interval type-2 Takagi-Sugeno (T-S) fuzzy systems under imperfect premise matching. The designed observer-based controller can effectively estimate the state of the system and make fuzzy system satisfy the $H_{\infty}$ disturbance attenuation performance. Using the slack matrix, the derived stabilization condition is expressed in terms of a linear matrix inequality. Finally, the effectiveness of the proposed method is verified through a simulation example.

An Edge Detection Method by Using Fuzzy 2-Mean Classification and Template Matching

  • Kang, C.C.;Lee, P.J.;Wang, W.J.
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1315-1318
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    • 2004
  • Based on fuzzy 2-mean classification and template matching method, we propose a new algorithm to detect the edges of an image. In the algorithm, fuzzy 2-mean classification can classify all pixels in the mask into two clusters whatever the mask in the dark or light region; and template matching not only determines the edge's direction, but also thins the detected edge by a set of inference rules and, by the way, reduces the impulse noises.

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뉴럴-퍼지패턴매칭에 의한 단어인식에 관한 연구 (A Study on Word Recognition Using Neural-Fuzzy Pattern Matching)

  • 이기영;최갑석
    • 전자공학회논문지B
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    • 제29B권11호
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    • pp.130-137
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    • 1992
  • This paper presents the word recognition method using a neural-fuzzy pattern matching, in order to make a proper speech pattern for a spectrum sequence and to improve a recognition rate. In this method, a frequency variation is reduced by generating binary spectrum patterns through associative memory using a neural network, and a time variation is decreased by measuring the simillarity using a fuzzy pattern matching. For this method using binary spectrum patterns and logic algebraic operations to measure the simillarity, memory capacity and computation requirements are far less than those of DTW using a conventional distortion measure. To show the validity of the recognition performance for this method, word recognition experiments are carried out using 28 DDD city names and compared with DTW and a fuzzy pattern matching. The results show that our presented method is more excellent in the recognition performance than the other methods.

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DP 매칭과 퍼지 이론을 이용한 흘림체 온라인 한글인식 (Recognition of Cursive Korean Characters Using DP Matching and Fuzzy Theory)

  • 심동규;함영국;박래홍
    • 전자공학회논문지B
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    • 제30B권4호
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    • pp.116-129
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    • 1993
  • This paper proposes an on-line Recognition scheme of cursive Korean characters based on the DP matching and fuzzy concept. The proposed algorithm, invariant to rotation and size, reduces greatly the computational requirement of dynamic programming by matching phonemes rather than character patterns, where the angle difference and the ration of lengths between input and reference patterns are adopted as matching features. The correct matching of poorly written cursive characters becomes possible by introducing the fuzzy concept in representing the features of phonemes and the ralative position between adjacent phonemes. Computer simulation results are observed to show the effectiveness of the proposed algorithm.

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퍼지를 이용한 지문 정합에 관한 연구 (A Study on Fuzzy Minutiae-Based Matching Method)

  • 엄기열;강민구;홍다혜;김문현
    • 한국지능시스템학회:학술대회논문집
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    • 한국지능시스템학회 2008년도 춘계학술대회 학술발표회 논문집
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    • pp.359-361
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    • 2008
  • 본 연구에서는 특징점을 이용하여 지문정합을 할 때 퍼지 소속함수를 이용하여 유사정도의 정확성을 높이는 방법을 제안한다. 특징점 기반 정합 방식은 지문 정합에서 가장 널리 알려지고 널리 사용되는 방법 중에 하나이다. 그렇지만, 입력장치를 통해서 지문이 입력이 될 때 누르는 세기, 피부의 마른 정도, 피부 질환, 땀, 더러움, 기름, 공기의 습기, 뒤틀림 등과 같은 상태에 따라서 특징점들이 변형이 되거나 없어질 수 있다. 그렇지만 이러한 외부적인 원인으로 인해 특징점이 추출되지 않거나 왜곡된 특징점들이 추출되어 정확성을 떨어뜨리는 문제점이 발생할 수 있다. 따라서 본 논문에서는 퍼지 소속 함수를 이용하여 소속도를 부여함으로서 정확도를 향상시키고자 한다.

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