Error in the formula used to calculate cvar-aggregation

[ibrahim-shehzad]

URL to the relevant tutorial

In the second-to-last cell of Step 3 in https://github.com/Qiskit/documentation/blob/main/docs/tutorials/advanced-techniques-for-qaoa.ipynb, there is a typo in the expression for gamma_circ which is then used to calculate cvar_aggregation.

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• new content request
• typo
• code bug
• out-of-date content
• broken link
• other

Describe the fix or the content request.

Following the calculations done in Sec. VA of this paper, gamma_circ = gamma_cz * num_2q_ops should be corrected to gamma_circ = gamma_cz ** num_2q_ops.

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