Version 0.3.0

We add a few new features to this version:

  • Multi-objectives optimization

    • optimization algorithm
      • add MOEA/D(Multiobjective Evolutionary Algorithm Based on Decomposition)

      • add Tchebycheff, Weighted Sum, Penalty-based boundary intersection approach(PBI) decompose approachs

      • add shuffle crossover, uniform crossover, single point crossover strategies for GA based algorithms

      • automatically normalize objectives of different dimensions

      • automatically convert maximization problem to minimization problem

      • add NSGA-II(Non-dominated Sorting Genetic Algorithm)

      • add R-NSGA-II(A new dominance relation for multicriteria decision making)

    • builtin objectives
      • number of features

      • prediction performance