Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization.
Qi DengQi KangLiang ZhangMengChu ZhouJing AnPublished in: IEEE Trans. Evol. Comput. (2023)
Keyphrases
- evolutionary algorithm
- multi objective evolutionary algorithms
- multi objective
- multiple objectives
- multi objective optimization
- population diversity
- mutation operator
- nsga ii
- differential evolution
- initial population
- optimization problems
- evolutionary computation
- evolutionary strategy
- genetic algorithm
- evolutionary process
- fitness function
- differential evolution algorithm
- small scale
- particle swarm optimization
- higher dimensional
- genetic programming
- evolution process
- entire population
- estimation of distribution algorithms
- multiobjective optimization
- pareto optimal
- test problems
- parameter space
- real life
- evolvable hardware
- fitness landscape
- search space