GPU-accelerated scalable solver with bit permutated cyclic-min algorithm for quadratic unconstrained binary optimization.
Ryota YasudoKoji NakanoYasuaki ItoRyota KatsukiYusuke TabataTakashi YazaneKenichiro HamanoPublished in: J. Parallel Distributed Comput. (2022)
Keyphrases
- gpu accelerated
- optimization algorithm
- computational complexity
- dynamic programming
- learning algorithm
- optimization process
- optimization problems
- objective function
- single pass
- k means
- particle swarm optimization
- convergence rate
- logical operations
- sequential quadratic programming
- levenberg marquardt
- non binary
- bit parallel
- training algorithm
- optimization method
- expectation maximization
- least squares
- np hard
- cost function
- multi objective
- search space