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0710198-MATLAB基礎(chǔ)與建模-2學(xué)分

發(fā)布時(shí)間:2025-03-27瀏覽次數(shù):

課程基本信息(Course Information


開課學(xué)院(School

管理科學(xué)與工程學(xué)院

課程代碼(Course Code

0710198

課程名稱
Course Name

Matlab基礎(chǔ)與建模


Matlab Fundamentals and Modeling

學(xué)分(Credits

2

學(xué)時(shí)(Credit Hours

32

學(xué)時(shí)分配

理論教學(xué) 0  學(xué)時(shí);實(shí)驗(yàn) 32  學(xué)時(shí);實(shí)踐   學(xué)時(shí);線上   學(xué)時(shí)

授課對(duì)象(Audience

投資學(xué)、管理科學(xué)、建設(shè)經(jīng)濟(jì)與管理等專業(yè)

授課語言(Language)

全漢語課

先修課程

Prerequisite

微積分高等數(shù)學(xué)或數(shù)學(xué)分析、概率論或數(shù)理統(tǒng)計(jì)

授課教師(Instructor

歐變玲、韓璐

課程網(wǎng)址

Course Webpage


課程類型(Type

獨(dú)立設(shè)置實(shí)驗(yàn)課

課程歸屬(Category

專業(yè)教育-信息與計(jì)算機(jī)


課程簡(jiǎn)介(Description


Matlab基礎(chǔ)與建模》課程是經(jīng)濟(jì)金融專業(yè)本科生的一門重要課程,它深度融合了數(shù)學(xué)方法與計(jì)算機(jī)應(yīng)用軟件,專注于探索如何運(yùn)用數(shù)學(xué)語言精準(zhǔn)地描述經(jīng)濟(jì)金融現(xiàn)象,構(gòu)建數(shù)學(xué)模型,進(jìn)而利用Matlab這一強(qiáng)大的數(shù)值計(jì)算和仿真工具,編寫程序以解決實(shí)際問題。課程強(qiáng)調(diào)培養(yǎng)學(xué)生的邏輯思維、數(shù)據(jù)處理、模型構(gòu)建與求解等多方面的能力。通過學(xué)習(xí),學(xué)生將顯著提升在經(jīng)濟(jì)分析、金融建模、數(shù)據(jù)處理以及決策支持等領(lǐng)域的技能。課程不僅涵蓋Matlab編程的基礎(chǔ)知識(shí),更涉及數(shù)據(jù)分析、算法設(shè)計(jì)和問題建模等,這些都需要學(xué)生具備嚴(yán)密的邏輯思維。強(qiáng)調(diào)學(xué)生需要不斷地調(diào)整和優(yōu)化思維路徑,確保邏輯的連貫性和準(zhǔn)確性,從而更加熟練地運(yùn)用邏輯思維來分析和解決復(fù)雜的經(jīng)濟(jì)金融問題。

課程簡(jiǎn)介英文版

The "Matlab Fundamentals and Modeling" course is a pivotal course for undergraduate students majoring in Economics and Finance. It seamlessly integrates mathematical methods with computer application software, focusing on exploring how to use mathematical language to accurately describe economic and financial phenomena, construct mathematical models, and subsequently utilize Matlab, a powerful tool for numerical computation and simulation, to write programs that address real-world problems. The course emphasizes the cultivation of students' abilities in various aspects, including logical thinking, data processing, model construction, and problem-solving. Through this study, students will significantly enhance their skills in areas such as economic analysis, financial modeling, data handling, and decision support. The curriculum covers not only the foundational knowledge of Matlab programming but also extends to data analysis, algorithm design, and problem modeling, all of which require students to possess rigorous logical thinking. It emphasizes the need for students to continuously adjust and optimize their thinking processes to ensure the coherence and accuracy of logic, thereby becoming more proficient in using logical thinking to analyze and solve complex economic and financial issues.


課程目標(biāo)(Course Objectives


1知識(shí)層面:深入了解Matlab的基本操作與編程技巧,為后續(xù)的金融數(shù)據(jù)分析和模型構(gòu)建打下堅(jiān)實(shí)基礎(chǔ)掌握經(jīng)濟(jì)金融數(shù)據(jù)處理的常用方法,熟悉金融模型構(gòu)建的基本原理。

2能力層面:能夠熟練應(yīng)用Matlab進(jìn)行經(jīng)濟(jì)金融數(shù)據(jù)的分析與處理,包括數(shù)據(jù)導(dǎo)入、清洗、轉(zhuǎn)換、可視化等,提高學(xué)生處理和分析實(shí)際經(jīng)濟(jì)金融數(shù)據(jù)的能力。

3素質(zhì)層面:培養(yǎng)嚴(yán)謹(jǐn)?shù)倪壿嬎季S能力、創(chuàng)新能力和探索精神,鼓勵(lì)學(xué)生在課程學(xué)習(xí)中不斷嘗試新的方法和思路,探索未知領(lǐng)域提升對(duì)經(jīng)濟(jì)金融領(lǐng)域復(fù)雜問題的分析、判斷與解決能力。

課程旨在通過理論與實(shí)踐結(jié)合的方式,培養(yǎng)學(xué)生運(yùn)用Matlab工具解決金融問題的核心能力。


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