Visualization, Clustering, and Graph Generation of Optimization Search Trajectories for Evolutionary Computation Through Topological Data Analysis: Application of the Mapper.
Arisa TodaSatoru HiwaKensuke TaniokaTomoyuki HiroyasuPublished in: CEC (2022)
Keyphrases
- evolutionary computation
- data analysis
- evolutionary algorithm
- genetic programming
- computational intelligence
- machine learning and data mining
- genetic algorithm
- optimization problems
- cluster analysis
- nature inspired algorithms
- estimation of distribution algorithms
- evolutionary search
- optimization algorithm
- fitness function
- evolutionary design
- swarm intelligence
- gene expression programming
- data exploration
- k means
- search space
- search algorithm
- fuzzy systems
- artificial life
- evolutionary approaches
- cooperative coevolution
- optimisation problems
- graph layout
- data mining
- test functions
- evolutionary strategy
- global search
- constrained optimization
- self organizing maps
- clustering algorithm
- multiobjective optimization
- solution space
- evolutionary learning
- multi objective
- artificial intelligence
- neural network