Possible configurations in a 5*5 square matrix

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I noticed a building outside my house with randomly lit rooms and dark rooms. If I treat each one of those windows as a square, is it possible to calculate the total number of patterns that can be created by illuminated rooms. Say there are 25 windows in total. (5*5) I don't know if I'm being articulate enough with my problem.

I tried using Combinations, but I'm not sure how to approach it properly.

In a 2*2 matrix, the number of patterns that can be created is 12.(Including the pattern where none of the rooms are lit). I calculated this without using a formula, just by logic. Is there a simple method I can use to find out a similar answer to a 5*5 square, without using a computer simulation?

If computer simulations are to be used, how would one go about solving this, and what is the principle involved in this kind of simulation?

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Here's how people get their formulae, with an example,the following is a set of things:

$$\{a,b,c,d,e\}$$

Lets use exponents to represent the value of the state a given element is in (two states in your example for each, lets do the same for mine using 0 and 1), we then have the following combinations: $$\begin{equation*}a^0b^0c^0d^0e^0\\a^0b^0c^0d^0e^1\\a^0b^0c^0d^1e^0\\a^0b^0c^0d^1e^1\\a^0b^0c^1d^0e^0\\a^0b^0c^1d^0e^1\\a^0b^0c^1d^1e^0\\a^0b^0c^1d^1e^1\\a^0b^1c^0d^0e^0\\a^0b^1c^0d^0e^1\\a^0b^1c^0d^1e^0\\a^0b^1c^0d^1e^1\\a^0b^1c^1d^0e^0\\a^0b^1c^1d^0e^1\\a^0b^1c^1d^1e^0\\a^0b^1c^1d^1e^1\\a^1b^0c^0d^0e^0\\a^1b^0c^0d^0e^1\\a^1b^0c^0d^1e^0\\a^1b^0c^0d^1e^1\\a^1b^0c^1d^0e^0\\a^1b^0c^1d^0e^1\\a^1b^0c^1d^1e^0\\a^1b^0c^1d^1e^1\\a^1b^1c^0d^0e^0\\a^1b^1c^0d^0e^1\\a^1b^1c^0d^1e^0\\a^1b^1c^0d^1e^1\\a^1b^1c^1d^0e^0\\a^1b^1c^1d^0e^1\\a^1b^1c^1d^1e^0\\a^1b^1c^1d^1e^1\end{equation*}$$

Which has $32=2^5$ states in your case you have $2^{25}=33,554,432$ states, assuming rotations, reflections, and translations aren't considered duplicates.