• 제목/요약/키워드: Value Distance Metric

검색결과 16건 처리시간 0.026초

FIXED-POINT THEOREMS FOR (𝜙, 𝜓, 𝛽)-GERAGHTY CONTRACTION TYPE MAPPINGS IN PARTIALLY ORDERED FUZZY METRIC SPACES WITH APPLICATIONS

  • Goswami, Nilakshi;Patir, Bijoy
    • Korean Journal of Mathematics
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    • 제30권2호
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    • pp.375-389
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    • 2022
  • In this paper, we prove some fixed-point theorems in partially ordered fuzzy metric spaces for (𝜙, 𝜓, 𝛽)-Geraghty contraction type mappings which are generalization of mappings with Geraghty contraction type condition. Application of the derived results are shown in proving the existence of unique solution to some boundary value problems.

A NEW CONTRACTION BY UTILIZING H-SIMULATION FUNCTIONS AND Ω-DISTANCE MAPPINGS IN THE FRAME OF COMPLETE G-METRIC SPACES

  • AHMED AL-ZGHOUL;TARIQ QAWASMEH;RAED HATAMLEH;ABEDALKAREEM ALHAZIMEH
    • Journal of applied mathematics & informatics
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    • 제42권4호
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    • pp.749-759
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    • 2024
  • In this manuscript, we formulate the notion of Ω(H, θ)-contraction on a self mapping f : W → W, this contraction based on the concept of Ω-distance mappings equipped on G-metric spaces together with the concept of H-simulation functions and the class of Θ-functions, we employ our new contraction to unify the existence and uniqueness of some new fixed point results. Moreover, we formulate a numerical example and a significant application to show the novelty of our results; our application is based on the significant idea that the solution of an equation in a certain condition is similar to the solution of a fixed point equation. We are utilizing this idea to prove that the equation, under certain conditions, not only has a solution as the Intermediate Value Theorem says but also that this solution is unique.

Synthesis of Spatial Results to Recommend a Preferred Alternative

  • 임광섭;강신욱
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2010년도 학술발표회
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    • pp.798-802
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    • 2010
  • The integration of GIS and fuzzy MCDA(Multi-Criteria Decision Analysis) allows the engineer to determine the preferred alternative for each spatial location in the study area. The next step is to recommend to the final decision makers a single flood management alternative for the entire region. Note that if the study area is large, it might be possible to use the kind of information to recommend different alternatives for different portions of the region. However, for this study it is assumed that only a single alternative will be used. In this study, a "cost of uniformity" metric is proposed that allows decision makers to compute the impact of selecting a single alternative for the entire floodplain. This metric represents the increase in the average distance metric value as compared to the spatially diverse solution from the MCDA and GIS analysis. The results could be applied to any region of the floodplain as desired. Whether the decision makers decide to apply these calculations to the entire floodplain or to specific important regions within the floodplain, an analysis of the increases in the cost of uniformity provides an integrated way for the decision maker to rank the alternatives. This should provide an improvement in their engineering analysis.

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MIMO System을 위한 Path Metric 비교 기반 적응형 K-best 알고리즘 (An Adaptive K-best Algorithm Based on Path Metric Comparison for MIMO Systems)

  • 김봉석;최권휴
    • 한국통신학회논문지
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    • 제32권11A호
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    • pp.1197-1205
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    • 2007
  • Adaptive K-best 검출 방식은 MIMO system을 위해 제안된 알고리즘이다. 제안된 방식은 각 K-best 단계에서 Zero-Forcing(ZF) 추정치의 신뢰도의 정도를 기반으로 하여, 생존 path들의 개수인 K값을 바꾸는 방식이다. 고정된 K값을 사용하는 K-best 방식의 치명적인 단점은 잘못된 ZF 추정치에 의해 발생하는 불완전한 간섭 제거로 인해 올바른 path임에도 일시적으로 그 거리가 K개의 최소 path 거리들 보다 더 커질 수 있다. 잘못된 ZF 추정치가 발생된 경우에는, path들 간의 거리들이 뚜렷하게 다르지 않다는 것을 관찰을 통해 발견하였다. 본 논문에서는 ZF 추정치의 신뢰도를 나타내는 지표로, 최소값을 갖는 path의 거리와 두 번째 최소값을 가지는 path 거리의 비를 사용한다. 최소값을 가지는 두 path의 거리의 비를 근거로, K값을 적절하게 선택하는 제안된 방식은 기존의 고정된 K값을 사용하는 K-best 방식에 비해, 확연히 개선되었음을 보여준다. 제안된 방식은, 큰 K값을 사용하는 방식에 비해 평균 계산양은 매우 작으면서, 큰 K값을 사용한 방식의 성능을 가진다.

Instance Based Learning Revisited: Feature Weighting and its Applications

  • Song Doo-Heon;Lee Chang-Hun
    • 한국멀티미디어학회논문지
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    • 제9권6호
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    • pp.762-772
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    • 2006
  • Instance based learning algorithm is the best known lazy learner and has been successfully used in many areas such as pattern analysis, medical analysis, bioinformatics and internet applications. However, its feature weighting scheme is too naive that many other extensions are proposed. Our version of IB3 named as eXtended IBL (XIBL) improves feature weighting scheme by backward stepwise regression and its distance function by VDM family that avoids overestimating discrete valued attributes. Also, XIBL adopts leave-one-out as its noise filtering scheme. Experiments with common artificial domains show that XIBL is better than the original IBL in terms of accuracy and noise tolerance. XIBL is applied to two important applications - intrusion detection and spam mail filtering and the results are promising.

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Mahalanobis Taguchi System을 이용한 자동차 브레이크 성능 만족도를 고려한 설계조건 선정에 관한 연구 (Selecting Optimal Design Condition Based on Automobile Brake Feeling Using Mahalanobis Taguchi System)

  • 홍정의;권홍규
    • 산업경영시스템학회지
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    • 제30권1호
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    • pp.41-47
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    • 2007
  • Mahalanobis Taguchi-System (MTS) is a pattern information technology, which has been used in different diagnostic ap plications to make quantitative decisions by constructing a multivariate system using data analytic methods without any as sumption regarding statistical distribution. MTS performs Taguchi's fractional factorial design based on the Mahalanobis distance as a performance metric In this work, MTS used for analyzing automotive brake feeling system, which measured as a brake feel index (BFI) from 9 attributes. The automobile which has a good BFI score treated as a normal group for constructing Mahalanobis space. The results of this research show that two attributes (Pre load & Max deceleration) have a minus gain value and can be removed from further analysis. The difference of MD value between using all 9 attributes and just using significant attribute compared.

이동 방향 정보를 이용한 DTN 라우팅: TAILWIND (TAILWIND: Mobility information based Routing for Delay Tolerant Network)

  • 조서익;김선현;문수훈;한승재
    • 정보과학회 논문지
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    • 제42권3호
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    • pp.408-412
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    • 2015
  • 기지국 중심의 네트워크에서 기지국에 집중되는 traffic의 과부하는 피할 수 없는 문제이다. traffic 과부하를 완화시킬 수 있는 하나의 대안으로 traffic 부하를 노드로 분산시키는 peer-to-peer DTN이 있다. 메시지 전달 성공률을 향상시키고 메시지 overhead를 낮추기 위해, 기존의 flooding 기반 DTN 라우팅에서 이용하지 않았던 노드의 이동정보를 이용하여 새로운 라우팅을 제안한다. 제안하는 라우팅 scheme에서, 노드의 이동정보에 기반한 metric은 각 노드가 목적지까지 얼마나 근접하게 이동할 것인지에 따라 계산된다. 메시지는 메시지를 복사하고자 하는 노드의 목적지까지 예상 근접 거리보다 더 가까운 값을 가지는 주변노드들에게 복사된다. 시뮬레이션을 통해 random mobility model과 실제 mobility trace를 이용하여 이동정보를 이용하지 않은 기존 라우팅과의 성능을 비교한다. 성능 분석 결과, 제안하는 라우팅이 기존의 라우팅들 보다 10~30% 더 적게 메시지를 복사하면서 성공적으로 목적지까지 전달하는 것을 보여준다.

Dynamic Adjustment of Hello and Hold Timer in AODV Routing Protocol

  • Godfrey, Daniel;Kim, Ki-Il
    • 대한임베디드공학회논문지
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    • 제15권5호
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    • pp.251-259
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    • 2020
  • Ad hoc On-demand Distance Vector (AODV) protocol and its variants employ two important timers, hello and hold timer to keep track of topology changes. Moreover, hold timer is computed by multiplying constant value to hello timer. But, this configuration leads to inaccurate settings of hold timer. To solve this problem, in this paper, we propose a new dynamic adjustment of hello and hold timer scheme by removing dependency between them. A new metric to measure mobility is applied into hello timer, while expected link lifetime does holder timer. Simulation results show a significant reduction in the number of messages, a fact suggesting that it is possible to maintain and in some cases improve the performance of AODV with a minimum amount of messages released into the network.

Mahalanobis Taguchi System을 이용한 자동차 승차감 만족도를 고려한 설계조건 선정에 관한 연구 (Selecting Optimal Design Condition based on Automobile Ride Satisfaction Using Mahalanobis Taguchi System)

  • 홍정의
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2009년도 추계학술대회
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    • pp.99-107
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    • 2009
  • Mahalanobis Taguchi-System (MTS) has been used in different diagnostic applications to make quantitative decisions by constructing a multivariate system using data analytic methods without any assumption regarding statistical distribution. MTS performs Taguchi's fractional factorial design based on the Mahahlanobis distance as a performance metric. In this study, MTS used for analyzing automotive ride satisfaction, which measured as a CSR(Customer Satisfaction Rating). The automobile which has a good CSR score treated as a normal group for constructing Mahalanobis space. The results of this research show that two attribute (Impact Hardness and Memory Shake) have a minus gain value and can be removed from further analysis. With the linear regression model, the difference of CSR between using all 6 attributes and just using significant 4 attributes compared.

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SQRI법에 의한 CRT 디스플레이의 화질 평가 (Image quality evaluation of CRT Displays using SQRI method)

  • 조경미;김정희;남궁지나;김현수
    • 한국광학회지
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    • 제11권2호
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    • pp.85-90
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    • 2000
  • CRT디스플레이의 화질 평가에는 위도, 콘트라스트, addressability, 시청거리 등의 다양한 물리적 특성치가 사용된다. 그러나, 최종적인 CRT디스플레이 화질의 비교·평가는 물리적 특성치가 아닌 실제 사용자가 느끼는 화질 즉, 주관적 인지 화질에 의해 이루어진다. 본 논문에서는 4종류 CRT모니터의 SQRI(SQuare Root Integral) 값과 다수의 피험자에 의한 주관적 화질 평가 점수와의 상관성이 비교되었다. 그리고, 이러한 SQRI법의 주관적 화질 평가 척도로서의 타당성을 바탕으로 모니터의 다양한 물리적 특성치가 주관적 화질에 미치는 영향이 검토되었다.

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