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Release 0.3.0

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@lixfz lixfz released this 17 Jul 09:05
· 28 commits to main since this release
0.3.0
e67cedd

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
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