Stochastic Direct Search Methods for Blind Resource Allocation.
Juliette AchddouOlivier CappéAurélien GarivierPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- resource allocation
- search methods
- stochastic search
- search algorithm
- resource allocation problems
- metaheuristic
- resource management
- search strategies
- resource availability
- social welfare
- resource allocation decisions
- optimal resource allocation
- allocation problems
- allocation strategies
- unconstrained optimization
- beam search
- resource requirements
- exhaustive search
- monte carlo
- scarce resources
- resource consumption
- dynamic resource allocation
- distributed resource allocation
- resource allocation and scheduling
- decision making
- grid environment
- load balancing
- flow network
- simulated annealing
- evolutionary algorithm
- search space