Skip to main content

group theory - What is the command to find function invariant?


What is the command to find function invariant?


http://demonstrations.wolfram.com/AFunctionInvariantUnderAGroupOfTransformations/


what is algorithm it use to calculate this?


Edit


there is a book do it in this way


Hope this book give you an idea on how to do multivariate case




Answer



The Wolfram Demonstration in its original version was wrong. The demo has since been corrected (updated March 2013). The first five functions called $H$ there (which were originally the only functions listed) do not form a group. You need a sixth element to make the set closed under multiplication!


This can be checked by defining the six functions as follows, with the missing element as the last function. I call the table of functions h, and then construct the multiplication table:


h = {# &, 1/# &, 1 - # &, 1/(1 - #) &, (# - 1)/# &, #/(# - 1) &};

TableForm[multiplicationTable = Table[
Simplify[
h[[i]][h[[j]][x]]
],
{i, 1, 6}, {j, 1, 6}

]
]


$\left( \begin{array}{cccccc} x & \frac{1}{x} & 1-x & \frac{1}{1-x} & \frac{x-1}{x} & \frac{x}{x-1} \\ \frac{1}{x} & x & \frac{1}{1-x} & 1-x & \frac{x}{x-1} & \frac{x-1}{x} \\ 1-x & \frac{x-1}{x} & x & \frac{x}{x-1} & \frac{1}{x} & \frac{1}{1-x} \\ \frac{1}{1-x} & \frac{x}{x-1} & \frac{1}{x} & \frac{x-1}{x} & x & 1-x \\ \frac{x-1}{x} & 1-x & \frac{x}{x-1} & x & \frac{1}{1-x} & \frac{1}{x} \\ \frac{x}{x-1} & \frac{1}{1-x} & \frac{x-1}{x} & \frac{1}{x} & 1-x & x \\ \end{array} \right)$



To see that this table would be incomplete without the last function $x/(x-1)$, look at the element {2, 5} in the table: it is not equal to any of the first five functions.


Now to answer the question of how to construct a function that is invariant under this (corrected) group.


This is done in group theory using projection operators. Here we're only interested in the simplest (identity) representation of the group, for which the projector consists of adding all the group actions on an arbitrary trial function and dividing by the order n of the group $\mathcal{G}$. Here is the formula in mathematical notation and then as a Mathematica definition:


$$f_\text{sym}(x)\equiv \frac{1}{n}\sum_{H\in \mathcal{G}} f(H(x)) $$



symmetrize[f_] :=
With[{n = Length[h]},
Function[{x},
1/n Total@Map[Composition[f, #][x] &, h]
]
]

Here f is the trial function, and the simplest choice is


f[x_] := x;
fSym = symmetrize[f];

fSym[x]


$\frac{1}{6} \left(\frac{x-1}{x}+\frac{1}{1-x}+\frac{1}{x}+\frac{x} {x-1}+1\right)$



Check that this is indeed an invariant function:


Table[
Simplify[fSym[h[[i]][x]] == fSym[h[[j]][x]]],
{i, 1, 6}, {j, 1, 6}] // TableForm



$\left( \begin{array}{cccccc} \text{True} & \text{True} & \text{True} & \text{True} & \text{True} & \text{True} \\ \text{True} & \text{True} & \text{True} & \text{True} & \text{True} & \text{True} \\ \text{True} & \text{True} & \text{True} & \text{True} & \text{True} & \text{True} \\ \text{True} & \text{True} & \text{True} & \text{True} & \text{True} & \text{True} \\ \text{True} & \text{True} & \text{True} & \text{True} & \text{True} & \text{True} \\ \text{True} & \text{True} & \text{True} & \text{True} & \text{True} & \text{True} \\ \end{array} \right)$



Now the real fun starts if you choose different trial functions f.


f[x_] := Exp[x - x^2]
fSym = symmetrize[f];
Simplify[fSym[x]]


$\frac{1}{3} \left(e^{\frac{x-1}{x^2}}+e^{x-x^2}+e^{-\frac{x}{(x-1) ^2}}\right)$




And believe it or not, this is also an invariant function. To verify, repeat the check I did above.


Edit: check the given invariant function


We can also verify that the function that is given in the Wolfram demonstration is indeed one of the possible invariant functions, by showing that it is mapped onto itself by the projection operator symmetrize:


invariant1[x_] := (x^2 - x + 1)^3/(x^2 (x - 1)^2)

Simplify[symmetrize[invariant1][x] == invariant1[x]]

(* ==> True *)

Comments

Popular posts from this blog

plotting - How to draw lines between specified dots on ListPlot?

I would like to create a plot where I have unconnected dots and some connected. So far, I have figured out how to draw the dots. My code is the following: ListPlot[{{1, 1}, {2, 2}, {3, 3}, {4, 4}, {1, 4}, {2, 5}, {3, 6}, {4, 7}, {1, 7}, {2, 8}, {3, 9}, {4, 10}, {1, 10}, {2, 11}, {3, 12}, {4,13}, {2.5, 7}}, Ticks -> {{1, 2, 3, 4}, None}, AxesStyle -> Thin, TicksStyle -> Directive[Black, Bold, 12], Mesh -> Full] I have thought using ListLinePlot command, but I don't know how to specify to the command to draw only selected lines between the dots. Do have any suggestions/hints on how to do that? Thank you. Answer One possibility would be to use Epilog with Line : ListPlot[ {{1, 1}, {2, 2}, {3, 3}, {4, 4}, {1, 4}, {2, 5}, {3, 6}, {4, 7}, {1, 7}, {2, 8}, {3, 9}, {4, 10}, {1, 10}, {2, 11}, {3, 12}, {4, 13}, {2.5, 7}}, Ticks -> {{1, 2, 3, 4}, None}, AxesStyle -> Thin, TicksStyle -> Directive[Black, Bold, 12], Mesh -> Full, Epilog -> { Line[ ...

equation solving - Invert and fit implicitly defined curve

I need to fit an implicitly defined curve. I thought I could get some data out of Solve , and then using FindFit . Therefore, I would like to find the relation the parametric curve defined by $F(x,y)=0$: Solve[-(1/2) + 1/2 (0.41202 BesselK[0, 0.1 Sqrt[x^2 + y^2]] + (0.101483 x BesselK[1, 0.1 Sqrt[x^2 + y^2]])/Sqrt[x^2 + y^2]) == 0, y] But I can't get an output: Solve was unable to solve the system with inexact coefficients or the system obtained by direct rationalization of inexact numbers present in the system. Since many of the methods used by Solve require exact input, providing Solve with an exact version of the system may help. >> Edit: In particular, I would like to fit the data coming from the curve with the expression of another curve, and not with a function $f(x)$. In particular, since this clearly looks like a cardioid , I would like it to fit to something like it. What other strategies could I try?

dynamic - How can I make a clickable ArrayPlot that returns input?

I would like to create a dynamic ArrayPlot so that the rectangles, when clicked, provide the input. Can I use ArrayPlot for this? Or is there something else I should have to use? Answer ArrayPlot is much more than just a simple array like Grid : it represents a ranged 2D dataset, and its visualization can be finetuned by options like DataReversed and DataRange . These features make it quite complicated to reproduce the same layout and order with Grid . Here I offer AnnotatedArrayPlot which comes in handy when your dataset is more than just a flat 2D array. The dynamic interface allows highlighting individual cells and possibly interacting with them. AnnotatedArrayPlot works the same way as ArrayPlot and accepts the same options plus Enabled , HighlightCoordinates , HighlightStyle and HighlightElementFunction . data = {{Missing["HasSomeMoreData"], GrayLevel[ 1], {RGBColor[0, 1, 1], RGBColor[0, 0, 1], GrayLevel[1]}, RGBColor[0, 1, 0]}, {GrayLevel[0], GrayLevel...