From 16555851b6514a736c5c9d8e73de7da7fc9b6288 Mon Sep 17 00:00:00 2001 From: Prefetch Date: Thu, 20 Oct 2022 18:25:31 +0200 Subject: Migrate from 'jekyll-katex' to 'kramdown-math-sskatex' --- source/know/concept/gram-schmidt-method/index.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) (limited to 'source/know/concept/gram-schmidt-method') diff --git a/source/know/concept/gram-schmidt-method/index.md b/source/know/concept/gram-schmidt-method/index.md index 374b169..70ad512 100644 --- a/source/know/concept/gram-schmidt-method/index.md +++ b/source/know/concept/gram-schmidt-method/index.md @@ -9,36 +9,36 @@ layout: "concept" --- Given a set of linearly independent non-orthonormal vectors -$\ket{V_1}, \ket{V_2}, ...$ from a [Hilbert space](/know/concept/hilbert-space/), +$$\ket{V_1}, \ket{V_2}, ...$$ from a [Hilbert space](/know/concept/hilbert-space/), the **Gram-Schmidt method** -turns them into an orthonormal set $\ket{n_1}, \ket{n_2}, ...$ as follows: +turns them into an orthonormal set $$\ket{n_1}, \ket{n_2}, ...$$ as follows: -1. Take the first vector $\ket{V_1}$ and normalize it to get $\ket{n_1}$: +1. Take the first vector $$\ket{V_1}$$ and normalize it to get $$\ket{n_1}$$: $$\begin{aligned} \ket{n_1} = \frac{\ket{V_1}}{\sqrt{\inprod{V_1}{V_1}}} \end{aligned}$$ -2. Begin loop. Take the next non-orthonormal vector $\ket{V_j}$, and +2. Begin loop. Take the next non-orthonormal vector $$\ket{V_j}$$, and subtract from it its projection onto every already-processed vector: $$\begin{aligned} \ket{n_j'} = \ket{V_j} - \ket{n_1} \inprod{n_1}{V_j} - \ket{n_2} \inprod{n_2}{V_j} - ... - \ket{n_{j-1}} \inprod{n_{j-1}}{V_{j-1}} \end{aligned}$$ - This leaves only the part of $\ket{V_j}$ which is orthogonal to - $\ket{n_1}$, $\ket{n_2}$, etc. This why the input vectors must be - linearly independent; otherwise $\Ket{n_j'}$ may become zero at some + This leaves only the part of $$\ket{V_j}$$ which is orthogonal to + $$\ket{n_1}$$, $$\ket{n_2}$$, etc. This why the input vectors must be + linearly independent; otherwise $$\Ket{n_j'}$$ may become zero at some point. -3. Normalize the resulting ortho*gonal* vector $\ket{n_j'}$ to make it +3. Normalize the resulting ortho*gonal* vector $$\ket{n_j'}$$ to make it ortho*normal*: $$\begin{aligned} \ket{n_j} = \frac{\ket{n_j'}}{\sqrt{\inprod{n_j'}{n_j'}}} \end{aligned}$$ -4. Loop back to step 2, taking the next vector $\ket{V_{j+1}}$. +4. Loop back to step 2, taking the next vector $$\ket{V_{j+1}}$$. If you are unfamiliar with this notation, take a look at [Dirac notation](/know/concept/dirac-notation/). -- cgit v1.2.3