image thumbnail

updated 9 days ago

Fitting complex analytic laws to data by means of Genetic Algorithms by Lorenzo Luini

The script allows to easily fit predefined complex analytical laws using Genetic Algorithms (analytical laws, fit, genetic algorithms)

FitLaw_GA(X,y,fh,Int,LB,UB)

image thumbnail

updated 9 days ago

Binary Genetic Algorithm Feature Selection.zip by Oluleye Babatunde

Genetic Algorithm for Feature Selection (genetic algorithm, feature selection, zernike moments)

Binary_Genetic_Algorithm_Hezy_2013

image thumbnail

updated 1 year ago

Algorithmic Trading | Moving Average Crossover Strategy with WFAToolbox by WFAToolbox

The classical technical analysis strategy for an advanced algorithmic trading GUI - WFAToolbox (finance, gui, trading)

MAcross_strategy(x,price)

image thumbnail

updated 1 year ago

Truss Design Optimization Based on Generative Algorithms by James Allison

Supplementary material for a WCSMO publication regarding truss design optimization. (structural design, aerospace, automotive)

D=TrussData(Coord, Con)

GAcon(x)

JacobianStresscal(D, Area)

image thumbnail

updated 1 year ago

CORE: Conceptual Optimization of Rotorcraft Environment by Sky Sartorius

Facilitates optimization and design space exploration in the conceptual design phase of rotorcraft. (helicopter, aerospace, rotorcraft)

...

...

...

image thumbnail

updated 2 years ago

Genetic Packman by Hanan Kavitz

A simple demonstration of Genetic Algorithm using all times favorite game. (optimization, global optimization, genetic algorithm)

[x,fval,exitFlag]=geneticPackman(cubeSize,numOfMoves,pack...

mutate_permutation(parents ,options,NVARS, ...

val=greedyPackman(field,numOfSteps)

image thumbnail

updated 2 years ago

Files for the 2012 Webinar "Tips and Tricks - Getting Started Using Optimization with MATLAB" by Seth DeLand

These are the files that were used for the demonstrations in the webinar. (optimization, global optimization, fmincon)

RunThermistorExample()

ThOptimPlotCircuit(options,state,flag,Tdata,VData,Res,ThV...

VEMap(x)

image thumbnail

updated 2 years ago

Image reconstruction by Hanan Kavitz

The purpose of this demo is to reconstruct a simple picture of several polygons. (genetic algorithm, global optimization, image reconstruction)

[state,options,optchanged]=drawBestSolution(options,state...

mygaplotbestf(options,state,flag)

pop=create_func(NVARS,~,options)

image thumbnail

updated 2 years ago

Co-Blade: Software for Analysis and Design of Composite Blades by Danny Sale

Analysis and design of composite blades for wind and hydrokinetic turbines (wind turbine, hydrokinetic turbine, composite blade)

...

...

...

image thumbnail

updated 2 years ago

Optimal Component Selection Using the Mixed-Integer Genetic Algorithm by Seth DeLand

Use the mixed-integer genetic algorithm to solve an engineering design problem. (optimization, mixed integer, genetic algorithm)

ThOptimPlot(options,state,flag,Tdata,VData,Res,ThVal,ThBe...

objectiveFunction(x,StdRes, StdTherm_Val, StdTherm_Beta,T...

tempCompCurve(x,Tdata)

image thumbnail

updated 2 years ago

Knapsack problem by Hanan Kavitz

A well known combinatorial problem (knapsack problem, optimization, linear programming)

knapsackGA

image thumbnail

updated almost 3 years ago

OptimPID: an optimal PID controller design interface by Dingyu Xue

OptimPID is a MATLAB based interface and it can be used to optimize PID parameters (pid controller, optimum pid, optimal control)

multi_step.m

optimpid(varargin)

mod_1R2009b

image thumbnail

updated 4 years ago

Speeding Up Optimization Problems with Parallel Computing by Stuart Kozola

Files from the webinar: Speeding up optimization problems with parallel computing (aerospace, automotive, demo)

computebestportfolioPCT(expRet,expCov,portSize,targetRet)

crossoverNcK(parents,options,GenomeLength,FitnessFcn,unus...

flutterLimitFunction(X,model)

image thumbnail

updated 4 years ago

Global Optimization with MATLAB by Stuart Kozola

Demo files from the 2010 webinar "Global Optimization with MATLAB Products" (optimization, genetic algorithm, partical swarm)

PlotIterates(x,optimValues,state)

VEMap(x,RPM,Pratio,VE)

VEPlot(x,optimValues,state)

image thumbnail

updated almost 5 years ago

Non-linear regression GUI by Pablo Marín

This GUI solves model-based non-linear regression problems of the univariate and multivariate form. (statistics, optimization)

nlinreg(varargin)

image thumbnail

updated 5 years ago

Automated Failure Boundary Mapping by Stuart Kozola

Demo files from July 21, 2009 webinar (statistics, optimization, clustering)

boundaryArea(Y,X,lb,ub,limitFunction)

boundarySearch(X0,lb,ub,limitFunction, varargin)

findPeak(t,y)

image thumbnail

updated almost 6 years ago

Developing a Financial Market Index Tracker using MATLAB OOP and Genetic Algorithms by Mark Hoyle

Files used in the webinar of the same name (finance, modeling, analysis)

CreateIndex(NumDays,NumStocks,TotalNumStocks,L,K,s,t)

GetGAData(Wts,Stocks,Dates,StartDate)

InitialiseSession

image thumbnail

updated 6 years ago

Tips & Tricks: Getting started using optimization with MATLAB by Stuart Kozola

Demo files from the August 21, 2008 Webinar (optimization, genetic algorithms, simulated annealing)

VEMap(x,RPM,Pratio,VE)

VEPlot(x,optimValues,state)

myCurveFcn(x,t,y)

image thumbnail

updated 6 years ago

Genetic Algorithm Solution to Economic Dispatch by RMS Danaraj

This program solves the economic dispatch problam using MATLAB genetic algorithm toolbox (optimization, genetic algorithm, econmoic dispatch)

eldga.m

eldga1.m

gatest.m

image thumbnail

updated almost 7 years ago

MathWorks Webinar: Using Genetic Algorithms in Financial Applications by Oren Rosen

Presentation and M-Files for MathWorks Webinar (finance, modeling, analysis)

ComputeBestPortfolio(expRet,expCov,portSize,targetRet)

ComputeHistoricalStats(prices)

FindTarget(target)

image thumbnail

updated almost 7 years ago

Model Determination using Genetic Algorithm: Forst-Kalkwarf-Thodos Model by Housam Binous

computes four parameters of Forst-Kalkwarf-Thodos Model (chemistry, physics, gatool)

binous2

f=FKTeq(ps,T)

f=FKTeq2(ps,T)

image thumbnail

updated 7 years ago

Dynamic and control of tank’s height using genetic algorithm toolbox and fminsearch by Housam Binous

computes dynamic behaviour and controls tank’s height (chemistry, physics, genetic algorithm)

binousga2

f=obj(par)

f=obj2(par)

image thumbnail

updated 7 years ago

Model Determination using Genetic Algorithm: Application to Vapour Pressure vs Temperature Equations by Housam Binous

Model determination using the genetic algorithm (chemistry, physics, gatool)

binous

binous2

f=Mantoine(T)

image thumbnail

updated 8 years ago

Optimization of a Double Wishbone Suspension System by Stuart Kozola

Demo files from the Webinar "Introduction to Optimization with MATLAB(R) Products" Oct. 26, 2006 (optimization, pattern search, genetic algorithms)

importfile(fileToRead1,varargin)

updatePlot(varargin)

verifyInstalled

image thumbnail

updated almost 9 years ago

Optimal Distribution Substations Placement using Genetic Algorithm by Amir Pouya Khansaryan

Finds the optimal location and capacity of distribution substations (optimization, genetic algorithm, distribution)

DSP(varargin)

FValue=SP_tlosscost1(InValue)

FValue=SP_tlosscost1(InValue)

image thumbnail

updated almost 9 years ago

New Approaches to Constrained Optimization in MATLAB by Rakesh Kumar

M-files accompanying the webinar held on November 05, 2005 (optimization, genetic algorithm, pattern search)

nonSmoothFcn(x)

showNonSmoothFcn(fcn,range)

springConstraints(x,Fo,Fc,delta,G,Nf,a,rho)

image thumbnail

updated 10 years ago

Optimization with MATLAB and the Genetic Algorithm and Direct Search Toolbox by Rakesh Kumar

M-files used in the webinar held on September 16, 2004. (optimization, genetic algorithm, direct search)

fminuncOut(x,optimvalues, state)

fminuncOut1(X, optimvalues, state)

gaplotbestfun(options,state,flag)

Contact us