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Update QUBO tutorial (#1645)
Someone noticed that an equation wasn't rendering properly
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demonstrations_v2/tutorial_QUBO/demo.py

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@@ -210,12 +210,12 @@ def time_to_solution(n, time_single_case):
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# where :math:`0 \le S \le 26.` But let’s take this slowly because we can get lost here, so let’s see
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# this with some examples:
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#
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# - Imagine this case. No item is selected {:math:`x_0`: :math:`0`, :math:`x_1`: :math:`0`, :math:`x_2:` :math:`0,`
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# :math:`x_3`: :math:`0,` :math:`x_4:` :math:`0`}, so the overall weight is zero (a valid solution) and the equality
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# - Imagine this case. No item is selected {:math:`x_0`: :math:`0`, :math:`x_1`: :math:`0`, :math:`x_2`: :math:`0,`
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# :math:`x_3`: :math:`0,` :math:`x_4`: :math:`0`}, so the overall weight is zero (a valid solution) and the equality
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# constraint Eq.(4) must be fulfilled. So we select our slack variable to be 26.
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#
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# - Now, what if we bring ⚽️ and 📚 {:math:`x_0`: :math:`1`, :math:`x_1`: :math:`0`, :math:`x_2`: :math:`0`, :math:`x_3:` :math:`1,`
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# :math:`x_4:`0}. In this case, the overall weight is :math:`3 + 19 = 22` (a valid solution) and the equality
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# - Now, what if we bring ⚽️ and 📚 {:math:`x_0`: :math:`1`, :math:`x_1`: :math:`0`, :math:`x_2`: :math:`0`, :math:`x_3`: :math:`1,`
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# :math:`x_4`: :math:`0`}. In this case, the overall weight is :math:`3+19=22` (a valid solution) and the equality
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# constraint is fulfilled if :math:`22 + S = 26 \rightarrow S = 4.`
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#
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# - Finally, what if we try to bring all the items {:math:`x_0`: :math:`1`, :math:`x_1`: :math:`1`, :math:`x_2:` :math:`1,`

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