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吳家宏
(碩士論文)應用動態分散式運算與代理模型於加速大地工程反算分析
(碩士論文)應用動態分散式運算與代理模型於加速大地工程反算分析
(碩士論文)應用動態分散式運算與代理模型於加速大地工程反算分析
By
吳家宏
軟體工程師
・
Taipei City, Taiwan
Connect
在大地工程反算分析中,對不同材料參數進行數值模擬佔據大部分時間。為了提高反算分析效率,本研究開發一個大地工程反算分析系統。 系統主要分為為三個部分,管理端節點(Manager)、RabbitMQ 伺服器、與各個工作端節點(Worker), 管理者節點與 RabbitMQ 伺服器可以分別裝在不同機器上,亦可同時佈署於同個機器上。各個工作節點則各自佈署在不同機器上,進行各自的有限元素軟體計算。 以 C++撰寫的反算核心,實作PSO、GA、ACO、CMAES等最佳化演算法。匯入Intel MKL進行高效率的矩陣、及函數擬合等功能開發一般克利金法、通用克利金、局部克利金法等代理模型。 以Node.js作為網頁伺服器以提供GUI以及連接C++反算核心與RabbitMQ 伺服器、並呼叫有限元分析軟體API自動化分析。
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吳家宏
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Published: déc. 4ème 2020
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Node.js
RabbitMQ
C++
Optimization Algorithm
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