Cost optimization of an M/M/r queueing system with queue-dependent servers: genetic algorithm.
Jyh-Bin KeJau-Chuan KeChuen-Horng LinPublished in: QTNA (2010)
Keyphrases
- arrival rate
- genetic algorithm
- queue length
- steady state
- holding cost
- arrival and service rates
- queueing systems
- optimization method
- state dependent
- traffic intensity
- queueing theory
- service times
- real coded
- service rates
- priority scheduling
- multi population
- queueing model
- evolution strategy
- asymptotically optimal
- heavy traffic
- optimization problems
- independent and identically distributed
- poisson process
- offered load
- parameter optimization
- evolutionary algorithm
- multi objective
- evolutionary strategy
- optimization algorithm
- queueing networks
- poisson arrivals
- loss probability
- genetic algorithm ga
- metaheuristic
- immune genetic algorithm
- fitness function
- global optimization
- fluid model
- average cost
- single server
- cost sensitive
- tabu search
- multi objective optimization
- optimization model
- expected cost
- markov chain