Optimizing Dynamic Resource Allocation

Lucas W. Krakow, Louis Rabiet, Yun Zou, Guillaume Iooss, Edwin K.P. Chong, Sanjay Rajopadhye
2014 Procedia Computer Science  
We present a formulation, solution method, and program acceleration techniques for two dynamic control scenarios, both with the common goal of optimizing resource allocations. These approaches allocate resources in a non-myopic way, accounting for long-term impacts of current control decisions via nominal belief-state optimization (NBO). In both scenarios, the solution techniques are parallelized for reduced execution time. A novel aspect is included in the second scenario: dynamically
more » ... g the computational resources in an online fashion which is made possible through constant aspect ratio tiling (CART).
doi:10.1016/j.procs.2014.05.115 fatcat:xe42jy2q4jg5raeokutw75jhuq