Comparison among evolutionary algorithms and classical optimization methods for circuit design problems.
Angelo Marcello AnileVincenzo CutelloGiuseppe NicosiaRosario RascunàSalvatore SpinellaPublished in: Congress on Evolutionary Computation (2005)
Keyphrases
- optimization methods
- evolutionary algorithm
- optimization problems
- simulated annealing
- optimization method
- differential evolution
- evolutionary computation
- evolvable hardware
- multi objective
- genetic algorithm
- evolution strategy
- particle swarm
- multi objective optimization
- metaheuristic
- stochastic methods
- unconstrained optimization
- genetic programming
- global convergence
- inverse problems
- continuous optimization
- bayesian network models
- combinatorial optimization
- global optimum
- quasi newton
- differential evolution algorithm
- trust region
- direct optimization
- digital circuits
- circuit design
- evolutionary methods
- search algorithm
- genetic algorithm ga
- cost function
- convergence speed
- information retrieval
- hybrid algorithm
- fitness function