Abstract
Combinatorial optimization problems are computationally hard in general, but they are ubiquitous in our modern life. A coherent Ising machine (CIM) based on a multiple-pulse degenerate optical parametric oscillator is an alternative approach to solve these problems by a specialized physical computing system. To evaluate its potential performance, computational experiments are performed on maximum-cut (MAX-CUT) problems against traditional algorithms such as semi-definite programming relaxation of Goemans–Williamson and simulated annealing by Kirkpatrick et al.
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