Global Analyses of Nonlinear Microwave Circuits

碩士 === 國立高雄應用科技大學 === 電機工程系碩士班 === 92 === In this paper, harmonic balance techniques, simulated annealing algorithms and genetic algorithms are applied to the analyses of nonlinear microwave circuits, respectively. The harmonic balance technique sometimes gets stuck in local optimum solution and it...

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Main Authors: Chang-Hung Tsai, 蔡昌宏
Other Authors: Chun-Lin Lu
Format: Others
Language:zh-TW
Published: 2004
Online Access:http://ndltd.ncl.edu.tw/handle/80265822221743980737
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spelling ndltd-TW-092KUAS04420202015-10-13T16:22:46Z http://ndltd.ncl.edu.tw/handle/80265822221743980737 Global Analyses of Nonlinear Microwave Circuits 非線性微波電路之全域分析 Chang-Hung Tsai 蔡昌宏 碩士 國立高雄應用科技大學 電機工程系碩士班 92 In this paper, harmonic balance techniques, simulated annealing algorithms and genetic algorithms are applied to the analyses of nonlinear microwave circuits, respectively. The harmonic balance technique sometimes gets stuck in local optimum solution and it always requires gradient operations in iteration procedures. Simulated annealing algorithms and genetic algorithms are stochastic approaches and are expected to have the capability in finding global solutions of nonlinear microwave circuits. They do not require a suitable guess of an initial solution and no gradient operations are required in iteration procedures. Based on these advantages, simulated annealing algorithms and genetic algorithms are applied to the analyses of nonlinear microwave circuits. Both of these two algorithms are frequently used in optimization problems. However, there are scarce studies involved in “analyzing” nonlinear problems using these two algorithms. In this study, these two algorithms are applied to the “analyses” of nonlinear microwave circuits. Their performances and characteristics are also compared with traditional harmonic balance techniques. Chun-Lin Lu Kun-Chou Lee 盧春林 李坤洲 2004 學位論文 ; thesis 69 zh-TW
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language zh-TW
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description 碩士 === 國立高雄應用科技大學 === 電機工程系碩士班 === 92 === In this paper, harmonic balance techniques, simulated annealing algorithms and genetic algorithms are applied to the analyses of nonlinear microwave circuits, respectively. The harmonic balance technique sometimes gets stuck in local optimum solution and it always requires gradient operations in iteration procedures. Simulated annealing algorithms and genetic algorithms are stochastic approaches and are expected to have the capability in finding global solutions of nonlinear microwave circuits. They do not require a suitable guess of an initial solution and no gradient operations are required in iteration procedures. Based on these advantages, simulated annealing algorithms and genetic algorithms are applied to the analyses of nonlinear microwave circuits. Both of these two algorithms are frequently used in optimization problems. However, there are scarce studies involved in “analyzing” nonlinear problems using these two algorithms. In this study, these two algorithms are applied to the “analyses” of nonlinear microwave circuits. Their performances and characteristics are also compared with traditional harmonic balance techniques.
author2 Chun-Lin Lu
author_facet Chun-Lin Lu
Chang-Hung Tsai
蔡昌宏
author Chang-Hung Tsai
蔡昌宏
spellingShingle Chang-Hung Tsai
蔡昌宏
Global Analyses of Nonlinear Microwave Circuits
author_sort Chang-Hung Tsai
title Global Analyses of Nonlinear Microwave Circuits
title_short Global Analyses of Nonlinear Microwave Circuits
title_full Global Analyses of Nonlinear Microwave Circuits
title_fullStr Global Analyses of Nonlinear Microwave Circuits
title_full_unstemmed Global Analyses of Nonlinear Microwave Circuits
title_sort global analyses of nonlinear microwave circuits
publishDate 2004
url http://ndltd.ncl.edu.tw/handle/80265822221743980737
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