Algorithm-Architecture Optimization for Linear and Quadratic Regression on Reconfigurable Platforms.
Samuel López AsunciónMarisa López-VallejoJesús GrajalPublished in: DCIS (2020)
Keyphrases
- optimization algorithm
- detection algorithm
- objective function
- cost function
- linear complexity
- learning algorithm
- hardware implementation
- computational complexity
- regression model
- k means
- dynamic programming
- worst case
- linear model
- closed form
- search space
- preprocessing
- particle swarm optimization
- matching algorithm
- optimization method
- quadratic programming
- constrained optimization
- optimal solution
- optimization process
- simple linear
- global convergence
- hardware architecture
- support vector regression
- combinatorial optimization
- linear programming
- simulated annealing
- probabilistic model
- similarity measure