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Add new notebook
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ajnebro committed Dec 1, 2024
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Expand Up @@ -15,7 +15,7 @@ Current features:

- Single-objective problems: continuous (Sphere), binary (OneMax)
- Multi-objective problems: continuous (Fonseca, Schaffer, Kursawe, ZDT benchmark), binary (OneZeroMax), multi-objective TSP
- Constrained problems: Srinivas, ConstrEx, Bihn2, Tanaka, Osyczka2, Golinski
- Constrained problems: Srinivas, ConstrEx, Bihn2, Tanaka, Osyczka2, Golinski, multi-objective Knapsack

* Operators: mutation (uniform, polynomial, bit-flip, permutation swap), crossover (BLX-alpha, simulated binary crossover -SBX-, single-point, PMX), selection (random, binary tournament)
* Algorithms: local search, evolutionary algorithm, genetic algorithm, NSGA-II, SMPSO (multi-objective PSO)
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