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updated 8 months ago

Multi-objective bat algorithm (MOBA) by Xin-She Yang

Matlab demo code for multiobjective bat algoritm (multiobjective optimi..., optimization, algorithm)

Q=moba_demo(NPareto)

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updated 8 months ago

Flower Pollination Algorithm by Xin-She Yang

Flower algorithm for global optimization (metaheuristic, optimization, algorithm)

[best,fmin,N_iter]=fpa_demo(para)

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updated 1 year ago

Cuckoo Search (CS) Algorithm by Xin-She Yang

A standard Cuckoo Search is implemented, which is very efficient. There are three versions now. (mathematics, optimization, finance)

[bestnest,fmin]=cuckoo_search(n)

[bestnest,fmin]=cuckoo_search_new(n)

[bestsol,fval]=cuckoo_search_spring(time)

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updated 3 years ago

Firefly Algorithm by Xin-She Yang

Firefly Algorithm for Constrained Optimization (optimization, simulation, mathematics)

[best]=firefly_simple(instr)

fa_mincon

fa_ndim

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updated 3 years ago

Simulated Annealing for Constrained Optimization by Xin-She Yang

Continuous constrained optimization using simulated annealing. (mathematics, optimization, control design)

[bestsol,fmin,N]=sa_mincon(alpha)

sa_demo

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updated 3 years ago

Matlab files of the book: Mathematical Modelling for Earth Sciences by Xin-She Yang

All the matlab files listed in Appendix B in the book. (simulation, mathematics, earth science)

[I]=Gauss_quad(fstr,a,b)

[root]=Newton(fstr)

pattern(time)

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updated 3 years ago

Gauss numerical integration by Xin-She Yang

Numerical integration of univariate functions by Gaussian quadrature (mathematics, simulation, modeling)

[I]=Gauss_quad(fstr,a,b)

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updated 3 years ago

Pattern formation and KPP equation by Xin-She Yang

Solve KPP equation by finite difference method to generate 2D patterns. (mathematics, image processing, signal processing)

pattern(n)

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updated 3 years ago

Accelerated Particle Swarm Optimization by Xin-She Yang

Accelerated PSO, Particle Swarm Optimization (mathematics, optimization, simulation)

[best]=apso(n,timesteps)

apso_weld

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