Optimizing the makespan and reliability for workflow applications with reputation and a look-ahead genetic algorithm.
Xiaofeng WangChee Shin YeoRajkumar BuyyaJinshu SuPublished in: Future Gener. Comput. Syst. (2011)
Keyphrases
- genetic algorithm
- scheduling problem
- processing times
- fitness function
- workflow management systems
- job shop scheduling problem
- tabu search
- genetic algorithm ga
- single machine
- reliability analysis
- batch processing
- neural network
- business processes
- workflow management
- ant colony optimization
- metaheuristic
- hybrid algorithm
- flowshop
- np hard
- lower bound
- evolutionary algorithm
- workflow systems
- reputation systems
- search algorithm
- release dates
- scientific workflows
- control flow
- multi objective
- crossover operator
- data flow
- simulated annealing
- genetic programming