Convergence Analysis of Evolution Strategies with Random Numbers of Offspring.
Olivier FrançoisPublished in: PPSN (2008)
Keyphrases
- convergence analysis
- evolution strategy
- random numbers
- mutation operator
- differential evolution
- uniformly distributed
- evolutionary algorithm
- global convergence
- random number
- fitness function
- optimization methods
- random number generators
- pseudorandom
- variance reduction
- genetic algorithm
- convergence speed
- markov chain
- optimality conditions
- particle swarm optimization algorithm
- convergence rate
- particle swarm optimization
- optimization algorithm
- particle swarm
- approximation methods
- monte carlo
- hybrid algorithm
- optimization problems
- global optimum
- genetic algorithm ga
- optimization method
- importance sampling
- cost function
- multi objective