
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 approximateda
is the center point of the seriesf'(a), f''(a), f'''(a), ...
are the derivatives off(x)
evaluated ata
n!
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...