Stochastic vs. deterministic evolutionary algorithm-based allocation and scheduling for XMOS chips.
Zorana BankovicPedro López-GarcíaPublished in: Neurocomputing (2015)
Keyphrases
- evolutionary algorithm
- resource allocation
- stochastic optimization problems
- optimization problems
- multi objective
- evolutionary computation
- stochastic methods
- allocation strategy
- optimal scheduling
- differential evolution
- scheduling algorithm
- allocate resources
- genetic programming
- scheduling problem
- capacity allocation
- allocation strategies
- high speed
- grid resource
- integrated circuit
- multi objective optimization
- simulated annealing
- fitness function
- crossover operator
- computer systems
- flexible manufacturing systems
- quantum evolutionary algorithm
- genetic algorithm
- container terminal
- round robin
- function optimization
- combinatorial auctions
- monte carlo
- high end
- optimal allocation
- stochastic model
- parallel machines
- resource constraints
- real time database systems
- evolutionary strategy
- evolutionary process
- stochastic domains
- mutation operator
- high density
- single machine
- response time