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Definition: First-Order Linear Differential Equation
An equation of the form dy/dx + P(x)y = Q(x).
Method: Integrating Factor
The function I(x) = exp(∫ P(x) dx) used to solve first-order linear differential equations.
Definition: Separable Differential Equation
An equation that can be written in the form dy/dx = g(x)h(y), solved by integrating 1/h(y) dy = g(x) dx.
Definition: Second-Order Linear Homogeneous Equation
An equation of the form a(d²y/dx²) + b(dy/dx) + cy = 0, where a, b, and c are constants.
Definition: Characteristic Equation
The quadratic equation am² + bm + c = 0 used to find the general solution of a second-order linear homogeneous ODE.
General Solution: Distinct Real Roots (m1 ≠ m2)
y(x) = Ae^{m1x} + Be^{m2x}
General Solution: Repeated Real Roots (m1 = m2 = m)
y(x) = (A + Bx)e^{mx}
General Solution: Complex Roots (m = α ± iβ)
y(x) = e^{αx}[A cos(βx) + B sin(βx)]
Definition: Partial Derivative
The derivative of a multivariable function with respect to one variable, keeping all other variables constant.
Definition: Clairaut's Theorem (Mixed Partials)
If the partial derivatives f_xy and f_yx are continuous on an open set, then f_xy = f_yx.
Definition: Gradient Vector (∇f)
The vector of all first-order partial derivatives of a multivariable function: ∇f = (∂f/∂x, ∂f/∂y, …).
Definition: Directional Derivative
The rate of change of f in the direction of a unit vector u, calculated as D_u f = ∇f · u.
Definition: Jacobian Matrix
The matrix of all first-order partial derivatives of a vector-valued function.
Definition: Double Integral over a Rectangle
The volume under the surface z = f(x,y) over a rectangular region, computed as ∫{a}^{b} ∫{c}^{d} f(x,y) dy dx.
Theorem: Fubini's Theorem
If f(x,y) is continuous on a rectangular region R, the order of integration in a double integral does not matter.
Polar Coordinates Transformation
x = r cos(θ), y = r sin(θ), and the differential area element dA = r dr dθ.
Definition: Infinite Series Convergence
A series ∑ a_n converges if the sequence of its partial sums S_k = ∑_{n=1}^{k} a_n approaches a finite limit as k → ∞.
Test: Geometric Series Ratio Test
A geometric series ∑ c*r^n converges if and only if |r| < 1, and its sum is a / (1 - r).
Test: The Divergence Test
If lim_{n→∞} a_n ≠ 0 (or does not exist), then the infinite series ∑ a_n must diverge.
Test: Alternating Series Test (Leibniz's Theorem)
An alternating series ∑ (-1)^n b_n converges if b_n is monotonically decreasing and lim_{n→∞} b_n = 0.
Definition: Taylor Series of f(x) centered at c
∑_{n=0}^{∞} [f^(n)(c) / n!] * (x - c)^n
Definition: Maclaurin Series
A Taylor series centered specifically at the point c = 0.
Maclaurin Series: e^x
∑_{n=0}^{∞} (x^n / n!) = 1 + x + x²/2! + x³/3! + …
Maclaurin Series: sin(x)
∑_{n=0}^{∞} [(-1)^n * x^(2n+1)] / (2n+1)! = x - x³/3! + x⁵/5! - …
Maclaurin Series: cos(x)
∑_{n=0}^{∞} [(-1)^n * x^(2n)] / (2n)! = 1 - x²/2! + x⁴/4! - …
Definition: Laplace Transform
An integral transform that converts a function of time t into a function of complex frequency s: L{f(t)} = ∫_{0}^{∞} e^{-st}f(t)dt.