Quantum algorithm for persistent Betti numbers and topological data analysis.
Ryu HayakawaPublished in: Quantum (2022)
Keyphrases
- data analysis
- learning algorithm
- computational complexity
- cost function
- matching algorithm
- similarity measure
- preprocessing
- search space
- recognition algorithm
- detection algorithm
- optimization algorithm
- segmentation algorithm
- high accuracy
- worst case
- dynamic programming
- feature selection
- np hard
- k means
- evolutionary algorithm
- particle swarm optimization
- objective function
- training data
- clustering method
- genetic algorithm
- path planning
- convergence rate
- neural network