1. Introduction
單變量微積分是MIT的開放課程18.01 Single Varialbe Calculus,該課程是理工科學生在MIT的第一年上半學期的學習內容,只需要高中的代數與三角相關的知識。
這門課程主要講解一元函數的微分與積分,以及它們的應用,主要知識點包括:
- Concepts of Function, Limits and Continuity
- Differentiation Rules, Application to Graphing, Rates, Approximations, and Extremum Problems
- Definite and Indefinite Integration
- The Fundamental Theorem of Calculus
- Applications to Geometry: Area, Volume, and Arc Length
- Applications to Science: Average Values, Work, and Probability
- Techniques of Integration
- Approximation of Definite Integrals, Improper Integrals, and L’Hôspital’s Rule
2. Goals
學完本課程,學生應該對單變量微積分的概念有個清楚的認識,並且可以用微分與積分的實際意義去解決分析現實問題。
兩個基本概念:
- Derivatives as rates of change, computed as a limit of ratios
- Integrals as a “sum,” computed as a limit of Riemann sums
下面是對學完該課程的知識要求:
- Use both the limit definition and rules of differentiation to differentiate functions.
- Sketch the graph of a function using asymptotes, critical points, the derivative test for increasing/decreasing functions, and concavity.
- Apply differentiation to solve applied max/min problems.
- Apply differentiation to solve related rates problems.
- Evaluate integrals both by using Riemann sums and by using the Fundamental Theorem of Calculus.
- Apply integration to compute arc lengths, volumes of revolution and surface areas of revolution.
- Evaluate integrals using advanced techniques of integration, such as inverse substitution, partial fractions and integration by parts.
- Use L’Hospital’s rule to evaluate certain indefinite forms.
- Determine convergence/divergence of improper integrals and evaluate convergent improper integrals.
- Determine the convergence/divergence of an infinite series and find the Taylor series expansion of a function near a point.
3. Course Structure
課程主要包括了以下幾個部分:
- Differentiation
- Applications of Differentiation
- The Definite Integral and its Applications
- Techniques of Integration
- Exploring the Infinite