Overview
Features
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Genetic Algorithms
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Standard Genetic Algorithm (SGA)
Genetic Algorithm for permutation problems (PermGA)
Particle Swarm Optimization
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Simple PSO
Enhanced PSO
Differential Evolution
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Standard Differential Evolution (DE/rand/1/bin)
Differential Evolution (DE/best/1/bin)
Differential Evolution (DE/rand-best/1/bin)
Differential Evolution (DE/rand/2/bin)
Differential Evolution (DE/best/2/bin)
Greedy Ascent Hill Climber
Simulated Annealing
Artificial Bee Colony
NSGA-III (Multi-Objective)
Projects
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Toy problems
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Sphere function (pure Excel)
Sphere function (Excel+VBA)
MOP2 function (multi-objective)
Mechanics
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10 bar planar truss
25 bar space truss
Optimization using SAP2000
Parameter estimation of SMA model
Transportation
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Travelling salesman problem (TSP)
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