Fast Multi-objective Scheduling of Jobs to Constrained Resources Using a Hybrid Evolutionary Algorithm.
Wilfried JakobAlexander QuinteKarl-Uwe StuckyWolfgang SüßPublished in: PPSN (2008)
Keyphrases
- multi objective
- computational grids
- job scheduling
- allocate resources
- multiple objectives
- identical parallel machines
- parallel machines
- scheduling decisions
- resource allocation
- evolutionary algorithm
- resource constraints
- scheduling problem
- processing times
- scheduling algorithm
- multi objective optimization
- identical machines
- release dates
- optimization algorithm
- minimize total
- scheduling strategy
- grid environment
- resource consumption
- scheduling jobs
- resource utilization
- unrelated parallel machines
- precedence constraints
- optimal scheduling
- genetic algorithm
- batch processing
- resource requirements
- precedence relations
- conflicting objectives
- resource manager
- setup times
- release times
- grid computing
- resource management
- deteriorating jobs
- scheduling policies
- round robin
- weighted tardiness
- flowshop
- single machine
- particle swarm optimization
- multi objective evolutionary
- production scheduling
- fixed number
- single machine scheduling problem
- nsga ii
- wafer fabrication
- trade off
- objective function
- multi objective optimization problems
- neural network
- list scheduling
- project scheduling
- maximum lateness
- pareto optimal
- np hard
- batch processing machines