• 제목/요약/키워드: real-valued function

검색결과 89건 처리시간 0.028초

복소수 SVM을 이용한 목표물 식별 알고리즘 (Target Classification Algorithm Using Complex-valued Support Vector Machine)

  • 강윤정;이재일;배진호;이종현
    • 전자공학회논문지
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    • 제50권4호
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    • pp.182-188
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    • 2013
  • 본 논문에서는 정지하고 있는 배경에서 움직이는 목표물을 식별하기 위해 PDR(pulse doppler radar)을 이용하여 수집한 복소수 신호를 처리하는 복소수 SVM(support vector machine)을 제안한다. SVM은 패턴인식 분야에서 널리 이용되나 분류에 이용되는 특징이 대부분 실수 데이터이다. 제안된 복소수 SVM은 실수 데이터, 허수 데이터 정보와 실수부와 허수부 사이의 교차 정보를 모두 이용하여 이동하는 목표물의 분류를 수행한다. 복소수 SVM을 설계하기 위해 최적화 조건 적용 시 실수축과 허수축에 대한 슬랙변수를 고려하였고, 복소수 데이터에 대한 KKT(Karush-Kuhn-Tucker) 조건을 이용하였다. 또한 복소수 거리를 이용한 RBF(radial basis function)를 커널함수로 적용하였다. 제안된 복소수 SVM의 성능을 평가하기 위해 PDR 센서로 수집된 복소 데이터를 기존의 SVM과 복소수 SVM을 이용하여 분류한 결과 기존의 SVM에 비해 복소수 SVM의 식별결과가 개와 사람 각각 8%, 10% 향상되었다.

CONTINUITY OF THE FRACTIONAL PART FUNCTION AND DYNAMICS OF CIRCLE

  • LAL, BABU;MIGLANI, ASEEM;SINGH, VIZENDER
    • Journal of applied mathematics & informatics
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    • 제40권5_6호
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    • pp.1167-1179
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    • 2022
  • In this paper, we obtain some subsets of real numbers (ℝ) on which a fractional part function is defined as a real-valued continuous function. This gives rise to the analysis of the continuous properties of the fractional part function as a real-valued function. The analysis of fractional part function is helpful in the study of the dynamics of circle.

ULTRASEPARABILITY OF CERTAIN FUNCTION ALGEBRAS

  • Hwang, Sun-Wook
    • 대한수학회논문집
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    • 제9권2호
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    • pp.299-302
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    • 1994
  • Throughout this paper, let X be a compact Hausdorff space, and let C(X) (resp. $C_{R}$ /(X)) be the complex (resp. real) Banach algebra of all continuous complex-valued (resp. real-valued) functions on X with the pointwise operations and the supremum norm x. A Banach function algebra on X is a Banach algebra lying in C(X) which separates the points of X and contains the constants. A Banach function algebra on X equipped with the supremum norm is called a uniform algebra on X, that is, a uniformly closed subalgebra of C(X) which separates the points of X and contains the constants.(omitted)

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ON UNIFORMLY ULTRASEPARATING FAMILY OF FUNCTION ALGEBRAS

  • Hwang, Sunwook
    • 대한수학회보
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    • 제30권1호
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    • pp.125-134
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    • 1993
  • Let X be a compact Hausdorff space, and let C(X) (resp. $C_{R}$(X)) be the complex (resp. real) Banach algebra of all continuous complex-valued(resp. real-valued) functions on X with the pointwise operations and the supremum norm x. A Banach function algebra on X is a Banach algebra lying in C(X) which separates the points of X and contains the constants. A Banach function algebra on X equipped with the supremum norm is called a uniform algebra on X, that is, a uniformly closed subalgebra of C(X) which separates the points of X and contains the constants.s.

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STRONG INSERTION OF A CONTRA-BAIRE-1 (BAIRE-.5) FUNCTION BETWEEN TWO COMPARABLE REAL-VALUED FUNCTIONS

  • Mirmiran, Majid;Naderi, Binesh
    • 한국수학교육학회지시리즈B:순수및응용수학
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    • 제26권1호
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    • pp.1-12
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    • 2019
  • Necessary and sufficient conditions in terms of lower cut sets are given for the strong insertion of a Baire-.5 function between two comparable real-valued functions on the topological spaces that $F_{\sigma}-kernel$ of sets are $F_{\sigma}-sets$.

보단조 가법 구간치 범함수와 구간치 쇼케이적분에 관한 연구(I) (On comonotonically additive interval-valued functionals and interval-valued hoquet integrals(I))

  • Lee, Chae-Jang;Kim, Tae-Kyun;Jeon, Jong-Duek
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2003년도 춘계 학술대회 학술발표 논문집
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    • pp.9-13
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    • 2003
  • In this paper, we will define comonotonically additive interval-valued functionals which are generalized comonotonically additive real-valued functionals in Shcmeildler[14] and Narukawa[12], and study some properties of them. And we also investigate some relations between comonotonically additive interval-valued functionals and interval-valued Choquet integrals on a suitable function space cf.[19,10,11,13].

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UNBIASED ESTIMATORS IN THE MULTINOMIAL CASE

  • Park, Choon-Il
    • 대한수학회논문집
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    • 제11권4호
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    • pp.1187-1192
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    • 1996
  • It is known that an unbiased estimator of f(p) for binomial B(n,p) exists if and only if f is a polynomial of degree at most n, in which case the unbiased estimator of a real-valued function $f(p), p = (p_0,p_1,\cdots,p_r)$ is unique. In general, this estimator has the serious fault of not being range preserving; that is, its value may fall outside the range of f(p). In this article, a condition on a real-valued function f is derived that is necessary for the unbiased estimator to be range preserving that this is sufficient when n is large enough.

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확장된 고정점이론을 이용한 비선형시스템의 근을 구하는 방법 (A New Method of Finding Real Roots of Nonlinear System Using Extended Fixed Point Iterations)

  • 김성수;김지수
    • 전기학회논문지
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    • 제67권2호
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    • pp.277-284
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    • 2018
  • In this paper, a new numerical method of finding the roots of a nonlinear system is proposed, which extends the conventional fixed point iterative method by relaxing the constraints on it. The proposed method determines the real valued roots and expands the convergence region by relaxing the constraints on the conventional fixed point iterative method, which transforms the diverging root searching iterations into the converging iterations by employing the metric induced by the geometrical characteristics of a polynomial. A metric is set to measure the distance between a point of a real-valued function and its corresponding image point of its inverse function. The proposed scheme provides the convenience in finding not only the real roots of polynomials but also the roots of the nonlinear systems in the various application areas of science and engineering.

DIRICHLET PROBLEM ON THE UPPER HALF PLANE - A HEURISTIC ARGUMENT

  • Choe, Geon-H.
    • 대한수학회논문집
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    • 제9권2호
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    • pp.327-329
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    • 1994
  • The Dirichlet problem (DP) on the upper half plane {z = x + iy : y > 0} is to find a real-valued harmonic function u(x, y) satisfying u(x, 0) = g(x) almost everywhere for some reasonably nice function g defined on the real line, which is called the data on the boundary for (DP).(omitted)

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