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Global Optimization
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This submission contains the demo files used in the Global Optimization with MATLAB webinar: http://www.mathworks.com/wbnr43346

MultStart Demos

* Peaks Minimization
* Nonlinear Curve Fitting

GlobalSearch Demos

* Peaks Minimization
* Volumentric Efficiency Maximization

Simulated Annealing Demos

* Peaks Minimization
* Eight Queens Problem
* Galactic...



We present a set of functions based on interval arithmetic to solve small size global optimization problems with guaranteed bounds on solutions. Interval analysis can be used to bound ALL solutions of nonlinear optimization problem, equality...



In the global optimization and GADS toolboxes, "ackleyfcn.m" implements a different Ackley formulation than what is commonly used in optimization literature. For those who prefer the traditional benchmark formulation, this fix modifies...



PGO is a parallel platform for general global optimization problems.



SNTO is a global optimization method where many points are generated in a multi-dimensional domain; the optimum point is selected and the domain is contracted around the neighborhood of the optimum. See for example: Number-Theoretic Methods in...



This is a large set of test functions, which may be used to test the effectiveness of global optimization algorithms. Some are rather easy to optimize (rosenbruck, leon, ...), others next to impossible (crosslegtable, bukin6, ...).

All...



The SCE-UA method is a general purpose global optimization program. It was originally developed by Dr. Qingyun Duan as part of his doctoral dissertation work at the Department of Hydrology
and Water Resources, University of Arizona, Tucson,...



GloptiPoly is a MATLAB/SeDuMi add-on to build and solve convex linear matrix inequality (LMI) relaxations of the (generally non-convex) global optimization problem of minimizing a multivariable
polynomial function subject to polynomial...



GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) is a generization of various population-based global optimization schemes. Also, it handles both single- and multi-objective optimization, simply by adding...



We propose a new global optimization algorithm based on a harmony search scheme, termed as harmony element string algorithm (abbreviated as HEA). The algorithm has five fundamental features: (1) The states of the system is represented by strings...



GANSO is a programming library for global and nonsmooth, nonlinear optimization. Unlike local methods (e.g., quasi-Newton), global optimization methods aim at locating the absolute minimum of a function, not the nearest stationary point. GANSO...



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...



GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) compiles various population-based global optimization schemes.

It handles both single- and multi-objective optimization, simply by adding additional...



Refined procedures for solving and performing sensitivity analysis on uni and multi dimensional, local or global optimization problems which may or may not have linear constraints. Specialized Linear programming algorithms based on the Simplex...



Globalmin is a very simple m-code which implements the very efficient Brent's algorithm.
It looks like fminbnd without any options and finds with a guaranteed precision a global minimum of a function under bounds constraints.
This goal...



function [i,i_] = fgridmin(y)
% Search an N-dimensional array y for points that may be proximate to a global minimum
% of the interpolated array; return the proximate points' N-D subscripts (i) in y. Also
% optionally return the...



Auto2Fit is a revolution tools and beats all other simliar ones in the area of nonlinear regression.Almost all data analysis software packages (SPSS, SAS, Statistical, Origin Pro, DataFit, Stata or Systat) need end-users to provide/guess initial...



This software contains one example taken from the reference paper given with this program..By running the file P1.m as they are in the default ABC-eld folder the economic dispatch problem can be solved. The allocation minimum fuel cost and...



The following m files are written as part of my master's thesis at Masdar Instiute of Science and Technology.

The compressor model is a semi-empirical and designed to be used for a positive displacement compressor. The constants in...



An animated simulation of Particles in 2D searching for a global minima of a simple function using Particle Swarm Optimization algorithm