Accelerating Condensed Interior-Point Methods on SIMD/GPU Architectures.
François PacaudSungho ShinMichel SchanenDaniel Adrian MaldonadoMihai AnitescuPublished in: J. Optim. Theory Appl. (2024)
Keyphrases
- interior point methods
- single instruction multiple data
- parallel architectures
- convex optimization
- parallel implementation
- linear programming
- parallel processing
- primal dual
- linear program
- quadratic programming
- semidefinite programming
- interior point
- massively parallel
- cutting plane method
- parallel computing
- solving problems
- quadratically constrained quadratic
- parallel algorithm
- parallel programming
- semidefinite
- computationally intensive
- graphics processing units
- processing elements
- semi supervised
- memory bandwidth
- natural images
- shared memory