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