Review of Taylor Series
Definition:
A Taylor series is an infinite sum of terms that represents a function as a polynomial expression. It is centered at a specific point and expresses the function as a sum of its derivatives.
Formula:
f(x) = f(a) + f'(a)(x-a) + f''(a)(x-a)^2/2! + f'''(a)(x-a)^3/3! + ...
where:
f(x)is the function being approximatedais the center point of the seriesf'(a), f''(a), f'''(a), ...are the derivatives off(x)evaluated atan!is the factorial ofn(the product of all positive integers up ton)
Convergence:
Taylor series converge for some range of values of x around a. The radius of convergence, R, is the distance from a to the nearest point where the series does not converge.
Cauchy's Integral Formula:
For a function f(z) that is complex-differentiable in an open disc, the Taylor series can be expressed using Cauchy's integral formula:
f(a+z) = 1/(2πi) ∫_γ f(w) / (w-(a+z)) dw
where γ is a circle centered at a with radius r such that |z| < r.
Applications:
Taylor series are widely used in mathematics and physics to:
- Approximate functions by polynomials (e.g., in numerical analysis)
- Solve differential equations (e.g., in celestial mechanics)
- Calculate integrals and derivatives
- Expand functions in more manageable forms (e.g., in Fourier analysis)
Notable Taylor Series Expansions:
- Exponential function:
e^x = 1 + x + x^2/2! + x^3/3! + ... - Sine function:
sin(x) = x - x^3/3! + x^5/5! + ... - Cosine function:
cos(x) = 1 - x^2/2! + x^4/4! + ... - Logarithmic function:
ln(1+x) = x - x^2/2 + x^3/3 - ...
Limitations:
Taylor series do not always converge. For example, the Taylor series for f(x) = e^(-x^2) diverges for all x ≠ 0.
Section 3
Content for section 3 goes here...