Overview
Features
Genetic Algorithms
Standard Genetic Algorithm (SGA)
Genetic Algorithm for permutation problems (PermGA)
Particle Swarm Optimization
Simple PSO
Enhanced PSO
Differential Evolution
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
Toy problems
Sphere function (pure Excel)
Sphere function (Excel+VBA)
MOP2 function (multi-objective)
Mechanics
10 bar planar truss
25 bar space truss
Optimization using SAP2000
Parameter estimation of SMA model
Transportation
Travelling salesman problem (TSP)
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NSGA-III (Multi-Objective)
Features
NSGA-III (Multi-Objective)
in
NSGA-III (Multi-Objective)
xlOptimizer add-in fully implements NSGA-III, a well-known multi-objective algorithm.
