An adaptive multi-objective evolutionary algorithm for constrained workflow scheduling in Clouds.
Miao ZhangHuiqi LiLi LiuRajkumar BuyyaPublished in: Distributed Parallel Databases (2018)
Keyphrases
- multi objective evolutionary algorithms
- hard constraints
- multi objective
- multi objective evolutionary
- multi objective optimization problems
- multi objective optimization
- benchmark test
- soft constraints
- scheduling problem
- multiple objectives
- nsga ii
- evolutionary algorithm
- multi objective problems
- differential evolution
- constraint satisfaction problems
- search space
- cloud computing
- multi criteria
- bi objective
- test problems
- cost function
- genetic algorithm
- fitness function
- optimization algorithm
- workflow management systems
- evolutionary computation
- tabu search
- particle swarm optimization
- linear programming
- special case
- search algorithm
- decision making