![Networking architecture for CubeSats [53]. | Download Scientific Diagram](https://www.researchgate.net/publication/340881168/figure/fig8/AS:885749348061198@1588190509977/Networking-architecture-for-CubeSats-53.png)
-3SAT%20QUBOs&subtitle=A%20common%20way%20of%20solving%20satisfiability%20instances%20with%20quantum%20methods%20is%20to%20transform%20these%20instances%20into%20instances%20of%20QUBO%2C%20which%20in%20itself%20is%20a%20potentially%20difficult%20and%20expensive%20task.%20State-of-the-art%20transformations%20from%20MAX-3SAT%20to%20QUBO%20currently%20work%20by%20mapping%20clauses%20of%20a%203SAT%20formula%20associated%20with%20the%20MAX-3SAT%20instance%20to%20an%20instance%20of%20QUBO%20and%20combining%20the%20resulting%20QUBOs%20into%20a%20single%20QUBO%20instance%20representing%20the%20whole%20MAX-3SAT%20instance.%20As%20creating%20these%20transformations%20is%20currently%20done%20manually%20or%20via%20exhaustive%20search%20methods%20and%2C%20therefore%2C%20algorithmically%20inefficient%2C%20we%20see%20potential%20for%20including%20search-based%20optimization.%20In%20this%20paper%2C%20we%20propose%20two%20methods%20of%20using%20evolutionary%20algorithms%20to%20automatically%20create%20QUBO%20representations%20of%20MAX-3SAT%20problems.%20We%20evaluate%20our%20created%20QUBOs%20on%20500%20and%201000-clause%203SAT%20formulae%20and%20find%20competitive%20performance%20to%20state-of-the-art%20baselines%20when%20using%20both%20classical%20and%20quantum%20annealing%20solvers.)
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