A general quantum algorithm for open quantum dynamics demonstrated with the Fenna-Matthews-Olson complex.
Zixuan HuKade Head-MarsdenDavid A. MazziottiPrineha NarangSabre KaisPublished in: Quantum (2022)
Keyphrases
- learning algorithm
- experimental evaluation
- times faster
- cost function
- theoretical analysis
- computational complexity
- improved algorithm
- tree structure
- special case
- detection algorithm
- dynamic programming
- computationally intensive
- support vector machine svm
- computationally efficient
- expectation maximization
- simulated annealing
- quantum computation
- probabilistic model
- np hard
- significant improvement
- data sets
- quantum inspired
- objective function
- search space
- principal components
- convex hull
- evolutionary algorithm
- matching algorithm
- linear programming
- segmentation algorithm
- worst case
- high accuracy
- markov random field
- particle swarm optimization