Estimation performance of the relaxation-based initialization method.

<p>Each panel shows performance results for the relaxation-based initialization method. In (a), the average of Hamming distance from the optimal solution is shown, while in (b), the average of approximation ratio is plotted. Error bars indicate one standard error of the mean. The shape paramet...

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محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Renichiro Haba (21656053) (author)
مؤلفون آخرون:	Masayuki Ohzeki (3862192) (author), Kazuyuki Tanaka (4812420) (author)
منشور في:	2025
الموضوعات:	Biophysics Biotechnology Plant Biology Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified unsupervised machine learning garnered significant attention based initialization methods exact optimization methods combinatorial optimization problems classical optimization strategies using relaxed solutions given initial state integrates reverse annealing combining reverse annealing assisted reverse annealing optimization performance comparable reverse annealing optimization performance quantum annealing relaxed solution initial configuration study proposes research underscores randomized datasets quantum physics optimal solution matrix factorization many applications improved strategy heuristics inspired helps improve derivative procedure demonstrate improvements
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Estimation performance of the relaxation-based initialization method.

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