Differential Equations — AI Study Guide

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Mastering Differential Equations

A differential equation (DE) relates a function to its derivatives. Ordinary differential equations (ODEs) involve a function of one variable. The order of a DE is the highest derivative that appears. The general solution of a first-order DE contains one arbitrary constant C; a particular solution satisfies an initial condition specifying the function's value at one point. Understanding what type of DE you are dealing with determines which solution method to apply.

Separable differential equations can be written as dy/dx = f(x)g(y) — the variables can be separated so all y terms are on one side and all x terms on the other: (1/g(y))dy = f(x)dx. Integrating both sides then gives the general solution. Many natural phenomena are modeled by separable DEs: exponential growth/decay (dy/dt = ky has solution y = Ce^{kt}), logistic growth (incorporates carrying capacity), and Newton's law of cooling.

Linear first-order DEs have the form dy/dx + P(x)y = Q(x). The solution method uses an integrating factor μ(x) = e^{∫P(x)dx}: multiply both sides by μ, recognize the left side as d/dx[μy], and integrate. This technique works for any linear first-order DE. Application: mixing problems, circuit analysis, pharmacokinetics — all lead to linear first-order DEs.

Second-order linear DEs with constant coefficients (ay'' + by' + cy = f(x)) arise in mechanics (spring-mass systems), circuits (RLC circuits), and waves. The homogeneous solution depends on the characteristic equation ar² + br + c = 0: two distinct real roots give e^{r1·x} and e^{r2·x}; repeated roots give e^{rx} and xe^{rx}; complex roots give oscillatory e^{αx}cos(βx) and e^{αx}sin(βx). The particular solution is found by undetermined coefficients or variation of parameters.

Frequently Asked Questions: Differential Equations

How do I solve a separable differential equation?

Steps for solving a separable DE dy/dx = f(x)g(y): (1) Separate variables: (1/g(y))dy = f(x)dx. (2) Integrate both sides: ∫(1/g(y))dy = ∫f(x)dx. (3) Solve for y if possible (explicit solution) or leave as F(y) = G(x) + C (implicit solution). (4) If an initial condition is given (y(x0) = y0), substitute to find C. The most common example: dy/dx = ky → dy/y = k dx → ln|y| = kx + C → y = Ae^{kx}.

What is exponential growth and decay in differential equations?

The differential equation dy/dt = ky models quantities that change at a rate proportional to their current size. If k > 0, the quantity grows exponentially: y(t) = y0·e^{kt}. If k < 0, the quantity decays exponentially: y(t) = y0·e^{kt}. The half-life (time for quantity to halve) for decay is t_{1/2} = -ln(2)/k = ln(2)/|k|. Applications: radioactive decay, population growth (before limiting factors), compound interest, drug elimination (first-order pharmacokinetics).

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