• Title/Summary/Keyword: sequential unconstrained minimization technique

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Optimum Design of a Linear Induction Motor for Electromagnetic Pump using Genetic Algorithm (유전알고리즘을 이용한 전자기 펌프용 선형유도전동기의 최적설계)

  • Kim, Chang-Eob;Hong, Sung-Ok
    • Proceedings of the KIEE Conference
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    • 2000.07b
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    • pp.744-746
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    • 2000
  • This paper presents an optimum design of a linear induction motor(LIM) using genetic algorithm(GA). Sequential unconstrained minimization technique(SUMT) is used to transform the nonlinear optimization with constraints to a simple unconstrained problem. The objective functions of LIM such as trust, weight are optimized and the result was applied to the design of linear induction pump.

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Optimum Design of Plane Steel Frame Structures Using Refined Plastic Hinge Analysis and SUMT (개선소성힌지해석과 SUMT를 이용한 평면 강골조의 연속최적설계)

  • Yun, Young Mook;Kang, Moon Myoung;Lee, Mal Suk
    • Journal of Korean Society of Steel Construction
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    • v.16 no.1 s.68
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    • pp.21-32
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    • 2004
  • In this study, a continuous optimum design model with its application program for plane steel frame structures developed. In the model, the sequential unconstrained minimization technique (SUMT) transforming the nonlinear optimization problem with multidesign variables and constraints into an unconstrained minimization problem and the refined plastic hinge analysis method as one of the most effective second-order inelastic analysis methods for steel frame structures were implemented. The total weight of a steel frame structure was taken as the objective function, and the AISC-LRFD code requirements for the local and member buckling, flexural strength, shear strength, axial strength and size of the cross-sectional shapes of members were used for the derivation of constraint equations. To verify the appropriateness of the present model, the optimum designs of serveral plane steel frame structures subject to vertical and horizontal loads were conducted.

DESIGN OF SINGLE-SIDED LINEAR INDUCTION MOTOR USING FINITE ELEMENT METHOD AND SUMT (유한요소법과 SUMT를 이용한 편측식 선형유도전동기의 설계)

  • Im, Dal-Ho;Kim, Hak-Ryun;Lee, Cheol-Jik;Park, Seung-Chan
    • Proceedings of the KIEE Conference
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    • 1992.07a
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    • pp.503-505
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    • 1992
  • This paper describes the optimization of design variables of SLIM using finite element method and SUMT(Sequential Unconstrained Minimization Technique). Thrust is taken as an objective function in order to maximize thrust under constant current drive, and seven independent design variables and nine constraints are chosen. As a result, $\tau$/g(pole pitch/airgap) and $\tau$/$d_{AL}$(pole pitch/aluminum depth) of good criteria in SLIM design are determined.

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Minimum Weight Design of Midship Structure by the CAD System (CAD 시스템에 의한 선체중앙단면의 최소중량설계에 관한 연구)

  • 박명규;양영태
    • Journal of the Korean Institute of Navigation
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    • v.13 no.2
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    • pp.75-95
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    • 1989
  • The study presents the optimum design of B/C midship structure based on the classification society's Rule. The SUMT (Sequential Unconstrained Minimization Technique), using the Direct Search Methods (Hooke and Jeeves, Simplex) is applied to the solution of this nonlinear optimum design problem with constraints. Through the optimum designs of existing ships(60k, 186k, 220k), the amount 0.45-6.18% in weight of their midship structures are obtained on the viewpoint of minimum weight design.

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PSEUDO-RELIABILITY MODEL OF COMBAT TANK SYSTEM

  • Lie, Chang-Hoon
    • Journal of the military operations research society of Korea
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    • v.3 no.1
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    • pp.137-150
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    • 1977
  • The effectiveness of an actual combat tank system is analyzed. A measure of effectiveness which includes performance and reliability called pseudo-reliability is introduced. A model is introduced to optimize the design of the system in which the system pseudo-reliability is maximized subject to cost constraint. This model is a nonlinear programming problem and is solved by the sequential unconstrained minimization technique (SUMT). A numerical exampl with actual data from the test evaluation of five combat tanks is used to illustrate the model.

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Optimal Design of Nonuniform Transmission Lime Sections for Wide-Band Impedance Matching (광대역 임피이던스정합용 불균일군차선로의 최적설계)

  • 박송배
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.11 no.6
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    • pp.38-43
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    • 1974
  • A design problem is studied for a nonuniform transmission line (NUTL) section to be inserted between an arbitrary source impedance and an arbitary load impedance for the purpose of impedance matching or providing a minimum input reflection coefficient over a frequency ranee as wide as possible. A special class of NUTL's, yet comprehensive enough to include almost all smoothly varying lines, are considered. Power series expansions of the ABCD parameters of such lines are used in the calculation of the input reflection coefficient. The design problem is formulated as a nonlinear programming problem withnonlinear constraints and is solved by a combined use of the sequential unconstrained minimization technique and tile Fletcher-Powell method. As a result, a line section was obtained which shows a marked improvement over any one hitherto published as a wide-band impedance matching device.

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Optimum Design of Single-Sided Linear Induction Motor Using the Neural Networks and Finite Element Method (신경회로망과 유한요소법을 이용한 편측식 선형유도전동기의 최적설계에 관한 연구)

  • Im, D.H.;Park, S.C.;Park, D.J.;Jang, S.M.;Ree, C.J.
    • Proceedings of the KIEE Conference
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    • 1993.07b
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    • pp.1004-1006
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    • 1993
  • A new method for the optimal design of a single-sided linear induction motor(SLIM) is presented. The method utilizes the neural networks and finite element method for optimizing the design parameters of SLIM. The finite element analysis is used to produce a variety of neural networks training data and the neural networks is used for optimizing the design parameters by sequential unconstrained minimization technique(SUMT). As a result, it is known that the novel method is very efficient and accurate as an optimization technique.

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Efficient NLP Techniques for the Optimum Design of Simple Steel Plate Girder Cross Section (단순강판형 단면의 최적설계를 위한 효율적인 비선형계획기법)

  • 김종옥
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.36 no.2
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    • pp.111-122
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    • 1994
  • In this study, an algorithm which can be applied to the optimum design of simple steel plate girders was developed, and efficient optimization strategies for the solution of algorithm were found out. The optimum design algorithm consists of 3-levels of optimization. In the first and second levels of optimization, the absolute maximum bending moment and shearing force are extracted and in the third level of optimization, the optimum cross section of steel plate girder is determined. For the optimum design of cross section, the objective function is formulated as the total area of cross section and constraints are derived in consideration of the various stresses and the minimum dimension of flange and web based on the part of steel bridge in the Korea standard code of road bridge. Sequential unconstrained minimization technique using the exterior penalty function method(SUMT-EP), sequential linear programming(SLP) and sequential quadratic programming (SQP) are proved to be efficient and robust strategies for the optimum design of simple plate girder cross section. From the reliable point of view, SLP is the most efficient and robust strategy and SQP is the most efficient one from the viewpoint of converguency and computing time.

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Optimal Design of Single-sided Linear Induction Motor Using Genetic Algorithm (유전알고리즘을 이용한 편측식 선형유도전동기의 최적설계)

  • Ryu, Keun-Bae;Choi, Young-Jun;Kim, Chang-Eob;Kim, Sung-Woo;Im, Dal-Ho
    • Proceedings of the KIEE Conference
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    • 1993.07b
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    • pp.923-928
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    • 1993
  • Genetic algorithms are powerful optimization methods based on the mechanism of natural genetics and natural selection. Genetic algorithms reduce chance of searching local optima unlike most conventional search algorithms and especially show good performances in complex nonlinear optimization problems because they do not require any information except objective function value. This paper presents a new model based on sexual reproduction in nature. In the proposed Sexual Reproduction model(SR model), individuals consist of the diploid of chromosomes, which are artificially coded as binary string in computer program. The meiosis is modeled to produce the sexual cell(gamete). In the artificial meiosis, crossover between homologous chromosomes plays an essential role for exchanging genetic informations. We apply proposed SR model to optimization of the design parameters of Single-sided Linear Induction Motor(SLIM). Sequential Unconstrained Minimization Technique(SUMT) is used to transform the nonlinear optimization problem with many constraints of SLIM to a simple unconstrained problem, We perform optimal design of SLIM available to FA conveyer systems and discuss its results.

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Efficiency Maximized Design of Interior Permanent Magnet Synchronous Motors (매입형 영구자석 동기전동기의 효율 최대화 설계)

  • Sim, Dong-Joon;Park, Hyun-Soo;Won, Jong-Soo
    • Proceedings of the KIEE Conference
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    • 1991.11a
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    • pp.101-104
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    • 1991
  • Design characteristics of Interior Permanent Magnet Synchronous Motors are induced. In order to maximize the efficiency of the motor, the objective function is taken stator winding and core losses. And using Sequential Unconstrained Minimization Technique, the dimensions of the motor are obtained which minimize the objective function. Characteristics of the motor which is designed as above are compared with the conventional one.

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