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An MILP Approach to a Nonlinear Pattern Classification of Data (혼합정수 선형계획법 기반의 비선형 패턴 분류 기법)

  • Kim, Kwangsoo;Ryoo, Hong Seo
    • Journal of Korean Institute of Industrial Engineers
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    • v.32 no.2
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    • pp.74-81
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    • 2006
  • In this paper, we deal with the separation of data by concurrently determined, piecewise nonlinear discriminant functions. Toward the end, we develop a new $l_1$-distance norm error metric and cast the problem as a mixed 0-1 integer and linear programming (MILP) model. Given a finite number of discriminant functions as an input, the proposed model considers the synergy as well as the individual role of the functions involved and implements a simplest nonlinear decision surface that best separates the data on hand. Hence, exploiting powerful MILP solvers, the model efficiently analyzes any given data set for its piecewise nonlinear separability. The classification of four sets of artificial data demonstrates the aforementioned strength of the proposed model. Classification results on five machine learning benchmark databases prove that the data separation via the proposed MILP model is an effective supervised learning methodology that compares quite favorably to well-established learning methodologies.

Two-dimensional elevator system and control design using the LIM (LIM을 이용한 2차원 엘리베이터시스템 및 제어설계)

  • Yun, Won-Ho;Lee, Kyu-Sik;Park, Bum-Jea;Yang, Dong-Sun;Lee, Seung-Hee;Lee, Jung-Ho
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.79-80
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    • 2015
  • This paper deal with the structure and the operating characteristics of the two-dimensional elevator system and the concept that supports to the circuit design for the driving control of the LIM in the simplest possible way. The Horizontal Axis, The Vertical Axis, that is to say, designed a motor that can move between two dimensions by using two of LIMs, especially this control system was described by a sequence control design drawing. The body of this paper has shown the characteristics and validity of this control design system and also analyzed how to apply operating characteristics of the LIM in the elevator industry.

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The unsymmetric finite element formulation and variational incorrectness

  • Prathap, G.;Manju, S.;Senthilkumar, V.
    • Structural Engineering and Mechanics
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    • v.26 no.1
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    • pp.31-42
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    • 2007
  • The unsymmetric finite element formulation has been proposed recently to improve predictions from distorted finite elements. Studies have also shown that this special formulation using parametric functions for the test functions and metric functions for the trial functions works surprisingly well because the former satisfy the continuity conditions while the latter ensure that the stress representation during finite element computation can retrieve in a best-fit manner, the actual variation of stress in the metric space. However, a question that remained was whether the unsymmetric formulation was variationally correct. Here we determine that it is not, using the simplest possible element to amplify the principles.

Settlement and Resettlement in Asia: Migration vs. Empire in History

  • MANNING, Patrick
    • Asian review of World Histories
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    • v.3 no.2
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    • pp.171-200
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    • 2015
  • At its simplest, this essay provides a narrative of migration in Asia since the arrival of Homo sapiens some 70,000 years ago. More fully, it presents the case for conducting long-term, world-historical interpretation for Asia with attention to multiple perspectives, which has become increasingly central to global historical analysis. Following an introductory articulation of the benefits of long-term interpretation, the second section presents a balance of three perspectives-empire, exchange, and migration-as frameworks for interpreting the Asian past. The third section presents further detail on migration in long-term Asian history. The concluding section identifies four changes in patterns of migration during the past two centuries and emphasizes the underlying importance of cross-community migration in long-term human biological and social evolution.

A Simple Method for Generation of Homologous Internal Standards for Competitive PCR

  • Choi, Eu-Na;Hahn, Sung-Sik;Choi, Kyung-Hee;Na, Doe-Sun
    • BMB Reports
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    • v.29 no.5
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    • pp.481-483
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    • 1996
  • In competitive PCR, which is used to quantify target DNA an internal standard is needed. Here we present a simple method to construct homologous competitive standards. The method, which is based upon deletion of a portion of the target DNA, does not require any additional primers. This is the simplest method developed thus far to construct a competitive standard. The whole procedure. from construction of a competitive standard to quantitation by PCR, can be completed within a single day.

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RADIATION HEAT TRANSFER IN HORIZONTAL CYLINDRICAL ANNULUS (수평원관 사이 환상유로에서의 복사열전달 연구)

  • Han, C.Y.;Park, E.S.;Jeon, H.Y.;Yu, M.J.
    • 한국전산유체공학회:학술대회논문집
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    • 2011.05a
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    • pp.75-77
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    • 2011
  • Thermofluid flow analysis is major subject in most computational fluid dynamics applications. Accompanying convective and conductive heat transport phenomena, radiation plays an important role in high temperature operating systems. Cares in which the radiation dominates are found in such systems as boilers, furnaces, rocket engines, etc. In this paper the finite-volume method (FVM) are employed to simulate two-dimensional radiation problems in concentric and eccentric horizontal cylindrical annuli with general body-fitted coordinates. In that case the simplest and intuitive remedies are proposed for mitigation of ray effect.

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Cytogenetic Analysis of All-Female Triploid Olive Flounder Paralichthys olivaceus for Ploidy Verification (전 암컷 3배체 넙치(Paralichthys olivaceus)에 대한 효율적인 세포유전학 분석법)

  • Ko, Min Gyun;Jung, Hyo Sun;Lee, Hyo Bin;Kim, Dong Soo
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.49 no.5
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    • pp.671-674
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    • 2016
  • We cytogenetically analyzed a triploid King-Nupchi strain of the olive flounder Paralichthys olivaceus to define the simplest, most rapid, and most effective method of ploidy analysis in aquaculture farms. Female triploidy of the flounder King-Nupchi strain was induced by cold shock (3 min post-fertilization at 2-4℃ for 45 min). Triploid induction was confirmed by erythrocyte measurement (nuclear volume, 29.15±2.10 μm3); flow cytometry (2.14±0.03 pg/cell); chromosome count (3N=72); Ag-NOR banding; and silver staining. Silver staining of finned cells obtained using a solid tissue technique was the most effective method of ploidy verification.

ON LIFTING OF STABLE RANGE ONE ELEMENTS

  • Altun-Ozarslan, Meltem;Ozcan, Ayse Cigdem
    • Journal of the Korean Mathematical Society
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    • v.57 no.3
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    • pp.793-807
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    • 2020
  • Stable range of rings is a unifying concept for problems related to the substitution and cancellation of modules. The newly appeared element-wise setting for the simplest case of stable range one is tempting to study the lifting property modulo ideals. We study the lifting of elements having (idempotent) stable range one from a quotient of a ring R modulo a two-sided ideal I by providing several examples and investigating the relations with other lifting properties, including lifting idempotents, lifting units, and lifting of von Neumann regular elements. In the case where the ring R is a left or a right duo ring, we show that stable range one elements lift modulo every two-sided ideal if and only if R is a ring with stable range one. Under a mild assumption, we further prove that the lifting of elements having idempotent stable range one implies the lifting of von Neumann regular elements.

A Study on Elsa Schiaparelli's Work(II) (Elsa Schiaparelli의 작품세계에 관한 연구(II))

  • Kim, Il
    • Journal of the Korean Society of Costume
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    • v.20
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    • pp.179-190
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    • 1993
  • In the history of fashion, few designers have interpreted the background of the time more accurately and energetically than did Elsa Schiaparelli. She understood the new role of women and believed clothes should suit one's life style. Schiaparelli begun with sportswear, later included suits and dresses. She produced them of great elegance and extreme chic. Simplicity of line was the key to her distinctive and elegant silhouette. Even her simplest designs had elegance. Her concept of clothes was architectual : the more the plane of the body were respected, the more the garment acquired vitality. Schiaparelli combined her knowledge, timing, and sense of daring in the presentation of her designs, colors, fabrics, and embroideries. For V, the garment was not only the medium for the couturier's craft but also the place for artistic expression. Her self-conscious equation of designer's objectives with that of artist is at the heart of her work. Schiaparelli's work is an expression of desire, not merely of design.

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Multiscale Adaptive Wavelet-Galerkin Method for Membrane Eigenvalue Analysis (박막 고유치 해석을 위한 멀티스케일 적응 웨이블렛-갤러킨 기법)

  • Yi, Yong-Sub;Kim, Yoon-Young
    • Proceedings of the KSME Conference
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    • 2003.11a
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    • pp.1291-1296
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    • 2003
  • The objective of the present research is to develop a wavelet-based multiscale adaptive Galerkin method for membrane eigenvalue analysis. Since approximate eigensolutions at a certain resolution level can be good guesses, which play an important role in typical iterative solvers, at the next resolution level, the multiresolution iterative solution approach by wavelets can improve the solutionconvergence rate substantially. The intrinsic difference checking nature of wavelets can be also utilized effectively to develop an adaptive strategy. The present wavelet-based approach will be implemented for the simplest vector iteration method, but some important aspects, such as convergence speedup, and the reduction in the number of nodes can be clearly demonstrated.

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