Optimization and parallelization of the isotopic Mass-to-charge ratio and envelope fingerprinting algorithm on SuperVessel Cloud.
Jingpeng WangJie HuangHao ChenMi LiZhixin TianPublished in: BMEI (2015)
Keyphrases
- optimization algorithm
- detection algorithm
- dynamic programming
- learning algorithm
- matching algorithm
- preprocessing
- experimental evaluation
- times faster
- computationally efficient
- high accuracy
- worst case
- cost function
- mobile robot
- theoretical analysis
- k means
- tree structure
- recognition algorithm
- standard deviation
- parallel processing
- optimization process
- convergence rate
- parallel implementation
- optimization model
- combinatorial optimization
- neural network
- optimization strategies
- classification algorithm
- expectation maximization
- support vector machine
- probabilistic model
- computational cost
- np hard
- query processing
- search space
- objective function