Efficient Genetic Algorithm Encoding for Large-Scale Multi-objective Resource Allocation.
Ryan FriesePublished in: IPDPS Workshops (2016)
Keyphrases
- resource allocation
- multi objective
- genetic algorithm
- evolutionary algorithm
- multi objective optimization
- resource management
- resource allocation problems
- particle swarm optimization
- optimal resource allocation
- allocation problems
- optimization algorithm
- allocation strategies
- game theory
- simulated annealing
- cooperative
- resource requirements
- objective function
- scarce resources
- resource allocation decisions
- resource availability
- distributed resource allocation
- resource consumption
- multiple objectives
- allocate resources
- dynamic resource allocation
- trading agents
- encoding scheme
- combinatorial auctions
- approximation algorithms
- tabu search
- optimal solution
- market equilibrium
- multi agent