• Title/Summary/Keyword: partition

Search Result 1,944, Processing Time 0.033 seconds

Design of Hard Partition-based Non-Fuzzy Neural Networks

  • Park, Keon-Jun;Kwon, Jae-Hyun;Kim, Yong-Kab
    • International journal of advanced smart convergence
    • /
    • v.1 no.2
    • /
    • pp.30-33
    • /
    • 2012
  • This paper propose a new design of fuzzy neural networks based on hard partition to generate the rules of the networks. For this we use hard c-means (HCM) clustering algorithm. The premise part of the rules of the proposed networks is realized with the aid of the hard partition of input space generated by HCM clustering algorithm. The consequence part of the rule is represented by polynomial functions. And the coefficients of the polynomial functions are learned by BP algorithm. The number of the hard partition of input space equals the number of clusters and the individual partitioned spaces indicate the rules of the networks. Due to these characteristics, we may alleviate the problem of the curse of dimensionality. The proposed networks are evaluated with the use of numerical experimentation.

Fuzzy Partitioning with Fuzzy Equalization Given Two Points and Partition Cardinality (두 점과 분할 카디날리티가 주어진 퍼지 균등화조건을 갖는 퍼지분할)

  • Kim, Kyeong-Taek;Kim, Chong-Su;Kang, Sung-Yeol
    • Journal of Korean Society of Industrial and Systems Engineering
    • /
    • v.31 no.4
    • /
    • pp.140-145
    • /
    • 2008
  • Fuzzy partition is a conceptual vehicle that encapsulates data into information granules. Fuzzy equalization concerns a process of building information granules that are semantically and experimentally meaningful. A few algorithms generating fuzzy partitions with fuzzy equalization have been suggested. Simulations and experiments have showed that fuzzy partition representing more characteristics of given input distribution usually produces meaningful results. In this paper, given two points and cardinality of fuzzy partition, we prove that it is not true that there always exists a fuzzy partition with fuzzy equalization in which two of points having peaks fall on the given two points. Then, we establish an algorithm that minimizes the maximum distance between given two points and adjacent points having peaks in the partition. A numerical example is presented to show the validity of the suggested algorithm.

Proxy Caching Grouping by Partition and Mapping for Distributed Multimedia Streaming Service (분산 멀티미디어 스트리밍 서비스를 위한 분할과 사상에 의한 프록시 캐싱 그룹화)

  • Lee, Chong-Deuk
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.19 no.1
    • /
    • pp.40-47
    • /
    • 2009
  • Recently, dynamic proxy caching has been proposed on the distributed environment so that media objects by user's requests can be served directly from the proxy without contacting the server. However, it makes caching challenging due to multimedia large sizes, low latency and continuous streaming demands of media objects. To solve the problems caused by streaming demands of media objects, this paper has been proposed the grouping scheme with fuzzy filtering based on partition and mapping. For partition and mapping, this paper divides media block segments into fixed partition reference block(R$_f$P) and variable partition reference block(R$_v$P). For semantic relationship, it makes fuzzy relationship to performs according to the fixed partition temporal synchronization(T$_f$) and variable partition temporal synchronization(T$_v$). Simulation results show that the proposed scheme makes streaming service efficiently with a high average request response time rate and cache hit rate and with a low delayed startup ratio compared with other schemes.

Improved H.264/AVC Intra Lossless Compression Using Multiple Partition Prediction For $4{\times}4$ Intra Block ($4{\times}4$ 블록의 Multiple Partition 예측을 이용한 개선된 H.264/AVC 무손실 인트라 압축 방법)

  • Lee, Sang Heon;Cho, Nam Ik
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2010.11a
    • /
    • pp.295-297
    • /
    • 2010
  • H.264/AVC 무손실 인트라 압축을 위하여 사용되는 픽셀 예측 방법은 Sample by Sample DPCM (SbS DPCM) 으로서 이 방법에서는 각각의 픽셀을 주변 픽셀로부터 예측하고 그 오차를 전송한다. 본 논문에서는 $4{\times}4$ 블록에 대한 Multiple Partition 예측과 SbS DPCM을 이용하여 H.264/AVC 의 무손실 인트라 압축 효율을 증가시키는 방법을 제안한다. 제안하는 방법은 각 $4{\times}4$ 블록을 $4{\times}4$, $4{\times}2$, $2{\times}4$, $2{\times}2$, $1{\times}1$ 크기의 sub-partition 을 가지는 다양한 partition 으로 예측한다. 이 때 각 sub-partition 들은 SbS DPCM을 이용하여 예측되고 이 때 사용하는 예측 방향의 개수는 예측 방향 정보량을 고려하여 sub-partition 크기에 따라 조절한다. 실험 결과에 의하면 제안하는 방법은 기존 H.264/AVC에 비하여 최대 17.02 %p, 평균 13.29 %p 의 압축율 개선을 보여주며 SbS DPCM만 사용하는 방법에 비하여 최대 4.74 %p, 평균 3.62 %p 정도의 압축율 개선을 보여준다.

  • PDF

Applicability of the HPLC Method for the Estimation of Octanol/water Partition Coefficient to Pesticides of Domestic Use (국내 사용 농약을 대상으로 한 HPLC 방법에 의한 옥탄올/물 분배계수 추정법의 적용성 검토)

  • Kim, Kyun;Kwon, Jin-Wook;Kim, Yong-Hwa
    • Environmental Analysis Health and Toxicology
    • /
    • v.16 no.4
    • /
    • pp.189-196
    • /
    • 2001
  • Octanol/water partition coefficients of 52 chemicals were calculated using RP-HPLC estimation method and predicted by computer program, PCHEM. The result showed relationship between literature values and RP-HPLC observed values (relative coefficient r$^2$=0.916), but the relationship of PCHEM values with literature values was lower than RP-HPLC value (relative coefficient r$^2$=0.795). The average difference in partition coefficient between the RP-HPLC method and flask-shaking method was log Kow=0.54, while the average difference between the values predicted form the computer program and flask- shaking method was log Kow = 0.36 Compared to octanol/water partition coefficients by 3 methods (Flask-shaking, RP-HPLC, computer prediction), the octanol/water partition coefficient values based on the flask-shaking method were very similar to the literature values, while the octanol/water partition coefficient values by RP-HPLC method without to consider the dead time, and computer prediction values did not significantly differ with the literature values.

  • PDF

Oscillatory Motion of Natural Convection in a Square Enclosure with a Horizontal Partition (정사각형 밀폐공간내에서 수평격판에 의한 자연대류의 진동현상)

  • Kim, J.S.;Chung, I.K.;Song, D.J.
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
    • /
    • v.5 no.4
    • /
    • pp.285-294
    • /
    • 1993
  • An oscillatory motion of natural convection in a two-dimensional square enclosure fitted with a horizontal partition is investigated numerically. The enclosure was composed of the lower hot and the upper cold horizontal walls and the adiabatic vertical walls, and a partition was positioned perpendicularly at the mid-height of one vertical insulated wall. The governing equations are solved by using the finite element method with Galerkin method. The computations were carried out with the variations of the partition length and Rayleigh number based on the temperature difference between two horizontal walls and the enclosure height with water(Pr=4.95). As the results, an oscillatory motion of natural convection has perfectly shown the periodicity with the decrease of Rayleigh number, and the stability was reduced to a chaotic state with the increase of Rayleigh number. The period of oscillation gets shorten with the decrease of the partition length and the increase of Rayleigh number. The frequency of oscillation obtained by the variations of stream function is more similar to the experimental results than that of the average Nusselt number. The stability of oscillation grows worse with the increase of Rayleigh number. The transition Rayleigh number for the chaos is gradually decreased with the increase of the partition length.

  • PDF

CHARACTERIZATIONS OF PARTITION LATTICES

  • Yoon, Young-Jin
    • Bulletin of the Korean Mathematical Society
    • /
    • v.31 no.2
    • /
    • pp.237-242
    • /
    • 1994
  • One of the most well-known geometric lattices is a partition lattice. Every upper interval of a partition lattice is a partition lattice. The whitney numbers of a partition lattices are the Stirling numbers, and the characteristic polynomial is a falling factorial. The set of partitions with a single non-trivial block containing a fixed element is a Boolean sublattice of modular elements, so the partition lattice is supersolvable in the sense of Stanley [6]. In this paper, we rephrase four results due to Heller[1] and Murty [4] in terms of matroids and give several characterizations of partition lattices. Our notation and terminology follow those in [8,9]. To clarify our terminology, let G, be a finte geometric lattice. If S is the set of points (or rank-one flats) in G, the lattice structure of G induces the structure of a (combinatorial) geometry, also denoted by G, on S. The size vertical bar G vertical bar of the geometry G is the number of points in G. Let T be subset of S. The deletion of T from G is the geometry on the point set S/T obtained by restricting G to the subset S/T. The contraction G/T of G by T is the geometry induced by the geometric lattice [cl(T), over ^1] on the set S' of all flats in G covering cl(T). (Here, cl(T) is the closure of T, and over ^ 1 is the maximum of the lattice G.) Thus, by definition, the contraction of a geometry is always a geometry. A geometry which can be obtained from G by deletions and contractions is called a minor of G.

  • PDF

The Effect of Various Partition Extracts of Radix Codonopsis Lanceolatae on the Melanogenesis (더덕 분획별 抽出液이 멜라닌 生成에 미치는 影響)

  • Oh, Han-Cheol;Hong, Chul-Hee;Lee, Soo-Hyeong;Hwang, Chung-Yeon;Kim, Nam-Kwon
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
    • /
    • v.17 no.2
    • /
    • pp.59-71
    • /
    • 2004
  • Melanin pigmentation has an essential role in protecting human skin against the damaging effects of ultra violet radiation, infection, environmental factor, etc. However abnormal melanin pigmentation can directly cause a number of congenital and acquired pigmentary skin disease. This study conducted to evaluate the effects of various partition extracts of Codonopsis lanceolata on the melanogenesis in the B 16 melanoma cells. The cells were treated for 3 days with various partition extracts of Codonopsis lanceolata. While treatment with the BuOH partition extract of Codonopsis lanceolata increased significantly the tyrosinase activity and melanin content, the n-Hexane or ethyl acetate partition extract dose-dependently suppressed them compared with untreated control. But ethyl acetate partition significantly decreased the cell viability. The H2O partiton extract at various concentrations did not exhibit any significant change on the melanogenesis. These results indicate that treatment with the n-Hexane partition extract inhibits the melanogenesis in B16 melanoma cells, and raise the possibility that this extract may be effective in the abnormal melanin pigmentation as well as the whitening agent for the skin.

  • PDF

Topology-optimization-based Partition Design for Maximizing or Minimizing the Eigenfrequency of a Double Cavity (이중 공동의 고유 주파수 최대/최소화를 위한 위상 최적화 기반 격벽 설계)

  • Lee, Jin-Woo;Kim, Yoon-Young
    • Transactions of the Korean Society for Noise and Vibration Engineering
    • /
    • v.18 no.11
    • /
    • pp.1118-1127
    • /
    • 2008
  • The position and size of holes in the partition of a double cavity are known to strongly affect the eigenfrequency of the longitudinal eigenmodes of the double cavity. To maximize or minimize the eigenfrequency of the hole-partitioned double cavity, two acoustical topology optimization problems are formulated and solved. While two sub-cavities are filled with air, a partition between them is assumed to consist of sub-partitions of variable acoustical properties. One design variable is assigned to each sub-partition, whose material properties are interpolated as those of an intermediate material between air and a rigid body. The penalty parameter of the used interpolation function is adjusted to obtain a distinct air and rigid body distribution at the converged stage in each acoustical topology optimization problem. A special attention is paid to the selection of initial values of design variables to obtain solutions as close to global optimum and symmetric as possible. To show numerical characteristics of these optimization problems, the formulated problems are first solved for the one-dimensional partition design domain and then for the two-dimensional partition design domain.