On Applying the Lackadaisical Quantum Walk Algorithm to Search for Multiple Solutions on Grids.
Jonathan H. A. de CarvalhoLuciano S. de SouzaFernando M. de Paula NetoTiago A. E. FerreiraPublished in: CoRR (2021)
Keyphrases
- k means
- experimental evaluation
- optimal solution
- benchmark problems
- computational cost
- computational complexity
- search space
- solution space
- search strategy
- high accuracy
- search procedure
- times faster
- expectation maximization
- learning algorithm
- particle swarm optimization
- dynamic programming
- random walk
- segmentation algorithm
- probabilistic model
- preprocessing
- significant improvement
- detection algorithm
- distance transform
- particle swarm optimization algorithm
- global solution
- np hard
- optimization algorithm
- worst case
- search procedures
- quantum inspired
- solution quality
- convergence rate
- cost function
- objective function