Efficient Implementation of a Genetic Algorithm for the Capacitated Vehicle Routing Problem on a High-Performance FPGA.
Maximilian Jakob HeerJosé QuevedoMarwan F. AbdelattiResit SendagManbir SodhiPublished in: FCCM (2023)
Keyphrases
- efficient implementation
- genetic algorithm
- hardware implementation
- metaheuristic
- highly parallel
- ant colony optimization
- memetic algorithm
- low power consumption
- active set
- field programmable gate array
- hardware architecture
- fitness function
- real time image processing
- high speed
- real time
- tabu search
- efficient processing
- multi objective
- neural network
- simulated annealing
- low power
- vehicle routing problem
- genetic algorithm ga
- low cost
- crossover operator
- hardware design
- signal processing
- power consumption
- evolutionary computation
- parallel architectures
- optimization problems
- evolutionary algorithm