Traffic micro-simulation as a validation tool for developing genetic algorithms for green wave optimization.
Alexandru IovanoviciDacian AvramoniAnca-Maria MoscoviciLucian ProdanPublished in: SACI (2020)
Keyphrases
- genetic algorithm
- optimization method
- evolution strategy
- traffic signal
- neural network
- function optimization
- optimization algorithm
- simulation model
- global optimization
- optimization problems
- electro mechanical systems
- multiagent based simulation
- simulated annealing
- evolutionary algorithm
- multi objective
- differential evolution
- network traffic
- traffic control
- optimization process
- parameter optimization
- simulation models
- ant colony optimization
- metaheuristic
- urban traffic
- traffic network
- population size
- transportation networks
- penalty function
- global search
- simulation environment
- traffic flow
- optimization methods
- particle swarm optimization pso
- traveling salesman problem
- combinatorial optimization
- tabu search
- genetic algorithm ga
- mathematical model
- fitness function