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A new metaheuristic optimization algorithm, called Cuckoo Search (CS), is fully implemented, and the vectorized version is given here. This code demonstrates how CS works for unconstrained optimization, which can easily be extended to solve various global optimization problems efficiently.
Firefly algorithm for nonlinear constrained optimization
A few popular metaheuristic algorithms are included, such as the particle swarm optimization, firefly algorithm, harmony search and others.
Gauss numerical integration of univariate funcitons by 7-point Gaussian quadrature. Very accuracy and fast.
This is an accelerated PSO (APSO), developed by Xin-She Yang in 2008. APSO does not use velocities or any inertia parameter.
A full program for solving nonlinear constrained optimization problem (welded beam design as an example) is provided,...
Two programs are attached: sa_demo demonstrates how the simualted annealing works for simple functions, while sa_mincon solves a welded beam design problem using simulated annealing, which can easily be used to solve other constrained optimization...
This 15-line matlab program solves the nonlinear reaction
diffusion equation, called Kolmogorov-Petrovskii-Piskunov
(KPP) equation to generate patterns (ribbons and rings).
The numerical method is simple and program is easy to
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