7 problems
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Farhi–Goldstone–Gutmann conjecture for the ring-of-disagrees QAOA ratio
Let binary spins be arranged on a ring, with the objective of maximizing the number of neighboring pairs pointing in opposite directions. For even , let denote the l…
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XQAOA level-1 limiting performance conjecture for the Binary Paint Shop Problem
Consider Binary Paint Shop Problem instances encoded as Ising models, and let be the number of paint swaps. Let XQAOA denote the level-1 XQAOA ansatz, with its param…
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Triangle-free extremizers for warm-started QAOA lower bounds
Let and be the stated inner-minimization problems, with variables , , , , , ,…
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The conjecture that gradient-based QAOA optimization often gets trapped by saddle points
Gradient-based QAOA saddle-point conjecture. Gradient-based optimization of QAOA often gets trapped by saddle points of the QAOA loss-function landscape.
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The QAOA performance conjecture for 2-regular graphs
A -regular graph is a graph in which every vertex has degree , and standard QAOA at depth is evaluated by its expected approximation ratio for the Max-Cut objective. QAOA…
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Conjecture on shadow defects as a mechanism for concentration of measure in QAOA
Consider the quantum approximate optimization method applied to sufficiently large instances, together with distant and unrelated shadow defects that can affect the efficacy of low…
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Conjecture on concentration of measure in QAOA landscapes
Consider low-depth quantum approximate optimization algorithms (QAOA) applied to random problem instances, and the phenomenon described in the surrounding text, in which distant en…