A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment.
Abdelrahman ElgendyJihong YanMingyang ZhangPublished in: Int. J. Comput. Integr. Manuf. (2024)
Keyphrases
- manufacturing environment
- parallel distributed
- genetic algorithm
- manufacturing systems
- island model
- material handling
- open source
- cloud computing
- unexpected events
- fitness function
- job shop
- multi objective
- parallel genetic algorithm
- genetic algorithm ga
- evolutionary algorithm
- map reduce
- population size
- quality control
- simulated annealing
- conceptual design
- mutation operator
- machine vision
- computer aided
- artificial neural networks
- genetic programming
- wireless sensor networks
- neural network