Questions on numerical analysis/numerical methods; methods for approximately solving various problems that often do not admit exact solutions.

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Help with operation count for Choleski factorization and Guass elimination

I'm having a lot of trouble finding the multiplication and division operation count for Choleski factorization (without pivoting) and the Gauss elimination. I had a go at the Choleski factorization, ...
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2answers
36 views

Different methods and nonlinear systems

I'm trying to investigate nonlinear system numerical methods. So if we have a simple DE $x' = x$, a) how to find the explicit solution $x(t)$ satisfying $x(0) = 1$? b) how to use Euler's method to ...
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show that the remainder for midpoint rule is $\frac{(b-a)^3}{24}f''(\xi)$ for some $\xi\in[a,b]$ using hermite interpolation

i saw some proof using taylor theorem but cannot find one using hermite interpolation. for newton-cotes quadrature rule with $n$ which is even, we have $n+1$ degree of precision, instead of $n$ when ...
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1answer
35 views

Heavily stuck on Newton-Cotes integration

For an integral of form $\int_{-2}^2 x^2e^xdx$, calculate the Newton-Cotes quadrature and estimate the error for: $n=1$ (Trapezoid rule) $n=2$ (Simpson's rule) $n=3$ (3/8 rule) ...
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15 views

Numerical simulation of impulsive differential equations

I am interested to know discretization techniques of impulsive differential equations and its numerical simulation in MATLAB. I discretized the system of impulsive differential equations in uniform ...
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31 views

Numerical methods and illustration

Can someone provide a picture in the $t$-$x$ plane that illustrates the process of moving from $(t_k,x_k)$ to $(t_{k+1},x_{k+1})$ in Euler's method, Improved Euler's method and Runge-Kutta 4? I had ...
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9 views

Implicit Runge Kutta method is well defined

I need a hint or two on how to show that the implicit Runge Kutta method is well defined. As a hint we are told to show that the implicit problem has a solution if ...
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12 views

Linear equation with prescribed precision of result

Let $x$ be an unknown real vector of size n. Suppose we can find n vectors $v_i$, and are given the values $x^Tv_i$. Then we can simply solve for $x$ by Gauss or some other method and determine $x$ ...
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Nonlinear Second-order ODE BVP with 4 boundary conditions

My Lagrangian comes out in this form when I impose spherical symmetry: $\ φ''(ρ)+{3\overρ} φ'(ρ)+{4μ^4\over M^2} φ(ρ)-{4μ^4\over M^4} φ^{3}(ρ)-{μ^4\over2M} ϵ=0 $ The following boundary conditions ...
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1answer
36 views

Two Dimension Heat Equation ADI Local Truncation Error

Given a two dimensional heat equation $\displaystyle \frac{\partial u}{\partial t}=K(\frac{\partial^2 u}{\partial x^2}+\frac{\partial^2 u}{\partial y^2})$ solved using ADI (the alternating-direction ...
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2answers
99 views

Newton's method, for which initial guesses it converges?

We've got a function: $ f: R \rightarrow R$ , $f(x) = x^3 - 9$. Let $x^* $ be its root, which means $ f(x^*) = 0$. We want to find approximation for $x^*$ using a Newton's method. There are two ...
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3answers
46 views

How to find the limit of a convergent matrix?

I'm trying to learn how to show a series of matrices is convergent and find the limit. However my numerical analysis books fail to mention this and I cannot find any relevant material online! Anyway ...
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1answer
25 views

$(a - b \cot \theta) \cos^2 \theta = -\frac{b}{2} \cot \theta$ ,$\theta=$?

This question is a follow up question to this answer. In the equation: $$(a - b \cot \theta) \cos^2 \theta = -\frac{b}{2} \cot \theta.$$ $a$ and $b$ are given. What is the best way to solve for ...
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4answers
60 views

Solving a set of 3 Nonlinear Equations

In the following 3 equations: $$ k_1\cos^2(\theta)+k_2\sin^2(\theta) = c_1 $$ $$ 2(k_2-k_1)\cos(\theta)\sin(\theta)=c_2 $$ $$ k_1\sin^2(\theta)+k_2\cos^2(\theta) = c_3 $$ $c_1$, $c_2$ and $c_3$ are ...
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1answer
18 views

Derivative of solution of ODE

I have a set of nonlinear differential equations with parameters. $$\dot{\vec{x}} = F(\vec{x},\vec{\beta}) $$ where $\vec{x} \in \mathbb{R}^p$ and $\vec{\beta} \in \mathbb{R}^q$ ($p,q \in ...

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