- Cluster centroid calculation can be optimized by checking if the cluster has been updated.
- Parent population shouldn't be reused until it's the population is updated since descendants don't relate in any way to the parent population. Thus a descendants new vector should be created.
- populationReplacement() should be renamed to populationUpdate() since some members may be kept
- Cromosome shall be model as a class called shaped that must be responsable of calculating the a configuration fitness by means of clusters.
- The only inheritance relation to keep is the GeneticAlgorithm branch. GeneticAlgorithm must be an abstract class. Regarding ES and BL: the only functions that ES legitimately uses from BL are initializeIfs, updateIfs. Although exploreNeighbourhud is defined in BL, it is actually never used in BL, it's only used in ES. The rest are functions related to shaping and clusters. Thus, they are not of the same type. On the other hand, ILS and ILSES are the same thing although their optimumSearcher is different. ILS uses BL, while ILSES uses ES. They should be model as the same class, using dependencyInyection better than inheritance since no state is used in the optimumSearcher.
- There should only be one way of representing state, namely shaping. This object shall be responsable for implementing every single functionality needed to operate with shaping and clusters. It can use clusters internally as well as vector of points.
- The execution parameters class shall be broken in order to implement concurrency, since global state is not possible.
- Usar archivos de configuracion