An improved parallel differential evolution approach for protein structure prediction using both 2D and 3D off-lattice models.
Diego Humberto KalegariHeitor Silvério LopesPublished in: SDE (2013)
Keyphrases
- differential evolution
- evolutionary algorithm
- protein structure prediction
- particle swarm optimization
- differential evolution algorithm
- convergence speed
- optimization algorithm
- optimization method
- solving global optimization problems
- genetic algorithm
- test functions
- multi objective optimization
- evolution strategy
- particle swarm optimization pso
- probabilistic model
- mutation operator
- protein structure
- protein sequences
- pso algorithm
- parameter optimization
- fine grained
- global optimization problems
- numerical optimization problems