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资源信息:
中文名: 麻省理工开放课程:18.02SC 多变量微积分
英文名: OCW Scholar Multivariable Calculus
资源格式: MP4
课程类型: 数学
学校: MIT
主讲人: Christine Breiner,David Jordan,Joel Lewis
版本: 英文无字幕版70集更新完毕!
发行日期: 2011年01月01日
地区: 美国
对白语言: 英语
概述:
本课程涵盖多个变量的函数的微分积分和矢量计算。这些数学工具和方法被广泛使用在物理科学,工程学,经济学和计算机图形学。
目录:
1_Coordinate free proofs_ centroid of a triangle
2_Dot products and angles
3_Components of a vector
4_Area of a parallelogram
5_Determinants
6_Volume of a parallelepiped
7_Finding area using cross products
8_Matrix multiplication practice
9_Solve a linear system using matrices
10_Equations of planes
11_Distance of a point to a plane
12_Systems of linear equations
13_Parametrized lines and intersections
14_Parametric line intersecting a plane
15_Differentiating a vector valued function
16_Parametric curves_ velocity, acceleration,length
17_Graphing surfaces
18_Level curves
19_Level curves and critical points
20_Partial derivatives
21_Tangent plane approximation
22_Least squares
23_Second derivative test
24_Max_Min
25_Total differentials and the chain rule
26_Tangent planes
27_Gradient and directional derivative
28_Lagrange multipliers
29_Lagrange multipliers (3 variables)
30_The chain rule with constraints
31_Gradients - composition
32_Regions of integration
33_Changing the order of integration
34_Integration in polar coordinates
35_Integrals with density
36_Change of variables
37_Integral of exp(-x^2)
38_Change of variables
39_Line integrals_ path dependence
40_Line integrals_ parametrization independence
41_Line integrals by geometric reasoning
42_Fundamental theorem of line integrals
43_Non-conservative vector fields
44_Potentials of gradient fields
45_Green's Theorem_ an off center circle
46_Green's Theorem_ area under an arch
47_Application of Green's theore
48_Flux across a curve
49_Green's Theorem in normal form
50_Extended Green's Theorem
51_Domains of vector fields
52_Volume in cylindrical coordinates
53_Average height
54_Moment of inertia of a cylinder
55_Average distance on a sphere
56_Gravity and a half-sphere
57_Flux through easy surfaces
58_Flux through a square
59_Flux through surfaces
60_Flux
61_Flux and the divergence theorem
62_Extended Gauss' Theorem
63_Del and the product rule
64_Line integral on a helix
65_Conservative fields and exact differentials
66_Stokes' Theorem
67_Extended Stokes' Theorem
68_Simply connected regions
69_More Stokes' Theorem
70_Consequences of Stokes' Theorem
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