Optimizing Complex Problems by Nature's Algorithms: Simulated Annealing and Evolution Strategy - A Comparative Study.
Claas de GrootDiethelm WürtzKarl-Heinz HoffmannPublished in: PPSN (1990)
Keyphrases
- evolution strategy
- simulated annealing
- optimization problems
- evolutionary algorithm
- benchmark problems
- combinatorial optimization
- test problems
- related problems
- practical problems
- difficult problems
- continuous domains
- computational complexity
- stochastic search
- np complete
- approximate solutions
- hybrid algorithm
- solving complex
- run times
- hill climbing
- partial solutions
- structured prediction problems
- computationally intensive
- optimization methods
- computationally expensive
- computational efficiency
- metaheuristic
- computationally efficient
- principal component analysis
- np hard
- significant improvement