update planning
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#import "@preview/unify:0.7.1": num, numrange, qty, qtyrange
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#import "@preview/zero:0.5.0"
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= Theory
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This section explains the concepts necessary to understand the goal.
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We start by explaining what Quantum Architecture Search is about,
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followed by an explanation of various proxies used in the implemented search, namely Expressivity and Entanglement
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== Quantum Architecture Search
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The act of finding the best parametrized quantum circuit to optimize for a specific quantum computer and task.
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In our case I will be talking about "Optimization-Free" QAS as well, which indicates that the parameters of the
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circuits aren't optimized during the search process.
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A consequence of this limitation are task agnostic results like the task agnostic nature of the Hardware Efficient Ansatze as described by Kandala@hea-kandala.
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== Expressivity
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== Entanglement
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