Real-world application benchmark for QAOA algorithm for an electromobility use case.
Marika FedererDaniel MüssigSteve LenkJörg LässigPublished in: GI-Jahrestagung (2022)
Keyphrases
- real world
- dynamic programming
- learning algorithm
- detection algorithm
- k means
- np hard
- computational complexity
- experimental evaluation
- times faster
- cost function
- optimal solution
- wide range
- preprocessing
- high accuracy
- estimation algorithm
- path planning
- synthetic data
- ant colony optimization
- improved algorithm
- genetic algorithm
- theoretical analysis
- segmentation algorithm
- memory requirements
- synthetic datasets
- selection algorithm
- hardware implementation
- data sets
- computationally efficient
- worst case
- motion estimation
- probabilistic model
- multi objective
- significant improvement
- evolutionary algorithm
- search space
- objective function
- similarity measure
- image sequences
- image processing
- neural network