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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 5 years ago

NSGA - II: A multi-objective optimization algorithm by Aravind Seshadri

A function for multi-objective optimization using evolutionary algorithms (genetic algorithm, multiobjective optimi..., nsgaii)

evaluate_objective

function [number_of_objectives, number_of_decision_variab...

function f = genetic_operator(parent_chromosome, M, V, m...

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updated 5 years ago

Multi-Objective Optimizaion using Evolutionary Algorithm by Aravind Seshadri

Examples of Multi-Objective Optimization using evolutionary algorithm - NSGA-II (multiobjective optimi..., optimization, nsga ii)

Main Function

Non-Donimation Sort

function f = genetic_operator(parent_chromosome,pro,mu,m...

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updated almost 2 years ago

Multi-Objective Optimization Differential Evolution Algorithm by Gilberto Reynoso-Meza

Runs a basic Differential Evolution (DE) algorithm for multi-objective optimization. (optimization, multiobjective optimi..., multiobjective evolut...)

CostFunction.m

MODE.m

MODEparam.m

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updated 3 months ago

GODLIKE - A robust single-& multi-objective optimizer by Rody Oldenhuis

GODLIKE combines 4 global optimizers for both single/multi-objective optimizations (optimization, global optimization, multiobjective)

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updated almost 2 years ago

Multi-objective Differential Evolution Algorithm with Spherical Pruning by Gilberto Reynoso-Meza

A MOEA which uses a spherical pruning mechanism to build a Pareto front approximation for MOP's (multiobjective optimi..., multiobjective evolut..., differential evolutio...)

CostFunction.m

SphPruning.m

spMODE.m

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updated 2 years ago

Multi-objective optimization using Evolution Strategies (ES) as Evolutionary Algorithm (EA) by Gilberto Alejandro Ortiz Garcia

This function uses ES instead of GA as EA in the NSGA-II procedure for multi-objective optimization. (multiobjective optimi..., nsgaii, evolution strategies)

ENSES(f, mu, lambda, gen, rec_obj, rec_str, u, nf, n, lim...

domination_matrix(n_viol, sum_viol, phi, m, n_f)

mutation_es(n,lambda,xr,sigmar,alphar,limits)

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updated 6 months ago

Multi-objective optimization, Particle swarm algorithm -ZDT, KUR, SCH by Akshay Gore

Improved many target particle swarm algorithm, success in solving the multi-objective optimization (pso, multiobjectiveoptimiz...)

BPSO_wx123.m

Pg=leader(B,Xb)

[C, Xc]=ParetoC(A,Xa)

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updated 4 months ago

7 Multi-Objective Problems (Van Valedhuizen's test suite) by Reza Ahmadzadeh

The file includes 7 standard function of the Van Valedhuizen's test suite. (objective, optimization, multi)

MOP1(X)

MOP2(X)

MOP3(X)

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updated almost 2 years ago

Normalized Normal Constraint (NNC) algorithm for multi-objective optimization by Gilberto Reynoso-Meza

This code implements a NNC algorithm for multi-objective optimization. (optimization, multiobjective optimi..., nnc algorithm)

CostFunction.m

NNC.m

OPTroutine.m

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updated 2 years ago

Improvement of the LMI method of [Scherer 2000] for multi-objective designs by Emile Simon

This implements an improvement based on a new insight of the change of variables proposed in [S00]. (multiobjective, control design, lmi)

AddPoleFIR(Qbeta)

FIR(Pstruct,n_Q)

InnerLoop(Pstruct,Q,desac)

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updated 2 months ago

Multi-objective Differential Evolution Algorithm with Spherical Pruning based on preferences by Gilberto Reynoso-Meza

A MOEA with spherical pruning based on preferences to approximate Pareto front (cpoh, evolutionary multiobj..., pertinency)

CostFunction.m

PhyIndex.m

SphPruning.m

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updated almost 5 years ago

SGALAB 1003 Beta 5.0.0.8( Matrix Varaible Inputs ) by Leo Chen

Genetic Algorithms Toolbox for Multi-Objective Problems with Fuzzy Logic Controller Applications (optimization, automotive, biotech)

SGA_CONSFUNC_function( X, Y, Z )

SGA_FITNESS_function( X , Y , Z )

SGA_FITNESS_function_TSP( path_array , TSP_cost_matrix)

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updated almost 2 years ago

Level Diagrams for multiobjective decision making and Design Concepts Comparison by Gilberto Reynoso-Meza

A tool to draw Leveldiagrams, with utilities for decision making and design concepts comparison. (cpoh, decision making, multi criteria analys...)

GimmeQ6.m

ParetoFilter6.m

[c,lg]=paretopoint6(lg,figura)

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updated 3 years ago

Broydon - Fletcher - Goldfarb - Shanno (BFGS) Method by Parminder Singh

BFGS method has been used to calculate the minima of a multi-variable objective function. (broydon fletcher gold..., optimization multivar...)

...

BFGS(functname, ...

Objectivefunction_(x)

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updated 7 years ago

Performing Pareto set membership tester for sets of points in K-dimensions by Gianluca Dorini

This fast function takes as input a sets of points, and determines which ones are Pareto optimal (optimization, pareto, pareto membership)

isParetoSetMember()

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updated almost 2 years ago

Constrained MOO using GA (ver. 2) by Wesam Elshamy

Solving a simple MOO problem using Genetic Algorithms (GA) (demo, optimization, genetic algorithms)

moo.m

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updated 6 years ago

Pareto Front by Yi Cao

Two efficient algorithms to find Pareto Front (optimization, pareto front, pareto set)

front=paretoGroup(X)

paretofront(varargin)

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updated 6 months ago

Leveldiagrams for multiobjective decision making by Xavier Blasco

A tool to draw Leveldiagrams for Pareto Set/Front, allowingsome basics graphics manipulations. (multiobjective optimi..., decision making, pareto front)

[c,lg]=paretopoint5(lg,figura)

buildlgstruct5.m

classbypreference5.m

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updated 2 years ago

Simulation and Animation of a Quarter-Car Automotive Suspension Model by James Allison

A standard linear quarter-car model is simulated and then animated. (automotive, demo, suspension)

plotsusp(x,road_x,road_z,curr_x,umf)

sim_qcar.m

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updated 4 months ago

ev-MOGA Multiobjective Evolutionary Algorithm by Juan M. Herrero

This toolbox implements the ev-MOGA Multiobjective Evolutionary Algorithm. (optimization, multiobjective optimi..., evolutionary algorith...)

J=mop3(theta)

J=mop3_p(theta,param)

[ParetoFront,ParetoSet,eMOGA]=evMOGA(eMOGA)

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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 7 years ago

Pareto surface navigator by David Craft

GUI for interactively navigating high dimensional convex Pareto surfaces (optimization, multiobjective, pareto)

[pathInActiveLambda,resistance,s_map]=calc_j_trajectory(s...

calcAllTrajectoriesFrom(startLam,T)

calcResistance(traj,j)

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updated almost 5 years ago

TP Tool by TP Tool

MATLAB Toolbox providing the functions for TP Model Transformation based Control Design (control design, nonlinear control, tensor product model)

CNO(U1,h,hh,nveletlen,nzavar,nlokalis);

basis(A, wtype, ia)

box_decomp(U)

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updated almost 2 years ago

Low DOF Images Segmentation by Jiangyuan Mei

A curve evolution approach for unsupervised segmetation of images with low depth of field (image segmentation, depth of field)

Curve_Evolution(I,map,max_its)

Iout=conv2_expand(I,Filter)

Object_Detection.m

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updated 3 months ago

Test functions for global optimization algorithms by Rody Oldenhuis

Test functions for global optimization algorithms (global optimization, particle swarm, genetic algorithm)

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updated almost 8 years ago

Multi-METAPOST Toolbox by Petr Hora

The toolbox converts 2D & 3D MATLAB plots to the METAPOST or Multi-METAPOST format. (annotation, customization, metapost)

[font_bold,font_italic]=get_bold_italic(hObject)

[x2,y2]=data3d_to_data2d(o,x,y,z)

[xlim2,ylim2]=getaxeslim2d(ax)

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updated 9 months ago

Gaussian Mixture Probability Hypothesis Density Filter (GM-PHD) by Bryan Clarke

Implementation of the Gaussian mixture probability hypothesis density filter GM-PHD. (probability hypothesi..., tracking, ospa)

CalculateOSPAMetric(X, Y, cutoff_c, order_p)

Calculate_Jacobian_H(xS, yS, xL, yL, vxL, vyL)

ConvertPlusMinusPi(theta)

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updated 1 year ago

Harmony Search Algorithm by sajjad yazdani

Harmony Search Algorithm is a heuristic method for global optimization. (heuristic search, optimization)

HS.m

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updated 9 years ago

UIEDIT by Daniel Claxton

Multi-line GUI edit control. (gui tools, example, uiedit)

h=uiedit(varargin),

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updated 8 years ago

Particle Swarm Optimization Toolbox by Brian Birge

With Trelea, Common, and Clerc types along with ... (optimization, emergence, swarm intelligence)

...

[OUT,varargout]=pso_Trelea_vectorized(functname,D,varargin)

[out,varargout]=normmat(x,newminmax,flag)

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updated 1 year ago

Genetic Algorithm to Optimise Schaffer's F6 Function by Dean Kayton

A basic GA with a real-time plotting of evaluation funtion inputs and outputs (f6, schaffers function, genetic algorithm)

[chromoChild]=f6Seed(popSize,method)

[fitness,sel]=f6FitSel(f6EvalFun,popSize)

dec2gc(dec,N)

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updated 1 year ago

Objects/Faces Detection Toolbox by Sebastien PARIS

Objects/Faces detection using Local Binary Patterns and Haar features (faces detection, boosting, haar)

Demo illustrating (Center-Symetric) MultiBlock Local Bina...

Demo illustrating Circular Histogram Local Binary Pattern...

Demo illustrating HAAR features

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updated 4 years ago

CLICKUICONTROL by Jiro Doke

Emulates clicking on a UIcontrol object. (gui, display, annotation)

clickUIcontrol(h, focus, opt)

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updated 5 days ago

superSlider by Danielle Ripsman

A flexible slider creation tool, that allows for multiple slides along a single axis. (slider, gui, visual)

superSlider(varargin)

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updated 3 years ago

NGPM -- A NSGA-II Program in Matlab v1.4 by Song Lin

NSGA-II and R-NSGA-II in Matlab (nsgaii, genetic algorithm, multiobjective)

TPR_DTLZ2_objfun_10obj(x)

TPR_DTLZ2_objfun_3obj(x)

TPR_DTLZ2_objfun_5obj(x)

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updated 4 years ago

Simulation of Cascade PID Control and Model Predictive Control for a gas separation plant by Hiroumi Mita

Simulation of control in a gas separator process by membrane separation. (control design, simulink, system identification)

u_y_plot3_eng.m

gas_dyn_mpc.mdl

gas_dynamics3_cascade_tuned.mdl

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updated almost 3 years ago

Approximation of the Volumetric Scene Reconstruction Error for Multi-Camera Environments by Boris Schauerte

Estimates a 2-D approximation of the volumetric scene reconstruction error. (volumetric scene reco..., pantilt zoom cameras, camera location optim...)

Ae=estimate_error_2d(camera_locations,object_location,obj...

Ae=estimate_error_2d_map(area_rect,camera_locations,objec...

build.m

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updated 1 month ago

edit distances by Boris Schauerte

Edit distances for strings and key lists (i.e. cell arrays of strings or other elements). (edit distance, levenshtein, damerau)

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updated almost 2 years ago

DataSet Object by Scott Koch

The DataSet object (DSO) is a Matlab object created to hold both data and metadata. (statistics, chemistry, data import)

dataset(varargin)

datasetdemo.m

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updated 1 year ago

Text Yahtzee by Zachary Danziger

Play Yahtzee in the command window, with multiple players per game. (games, game)

ZYahtzee(np)

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updated 2 years ago

Active Shape Model (ASM) and Active Appearance Model (AAM) by Dirk-Jan Kroon

Cootes 2D/3D Active Shape & Appearance Model for automatic image object segmentation and recognition (asm, active shape model, active shape)

A=imresize3d(V,scale,tsize,ntype,npad)

AAM_2D_example.m

AAM_3D_train_example.m

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updated 2 years ago

uneval by David Holl

Uneval performs the inverse operation of eval('expression'). (eval data structures ..., eval, data structures)

uneval(var_name, value, return_cell_array)

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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 almost 4 years ago

Custom-shaped histogram by Image Analyst

Transform an image to have any histogram you want. (image processing, demo, segmentation)

shaped_histogram()

threshold(varargin)

threshold_grayscale_image(original_image, min_threshold, ...

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updated 7 years ago

2D Target tracking using Kalman filter by Rostam FarrokhNejad

This Demo shows tracking target and prediction next position using kalman filter (application, target tracking, kalman)

[cc,cr,radius,flag]=extractball(Imwork,Imback,index)

detect.m

kalman.m

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updated almost 3 years ago

MIRtoolbox by Olivier Lartillot

An innovative environment, on top of Matlab, for music and audio analysis (music analysis, audio analysis, signal processing)

aiffread(filePath,indexRange)

center(x)

combinepeaks(p,v,thr)

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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)

...

...

...

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updated 6 years ago

3D Stereo Disparity by Shawn Lankton

Compute 3D depth map from 2D images (image analysis, stereo, vision)

Luv2RGB(luvim)

RGB2Luv(im)

edison_wrapper(rgbim, featurefun, varargin)

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updated 1 year ago

Calculate Excel Range by Richard de Garis

Calculates full target range in Excel A1 notation. (excel, range, named range)

base27dec(s)

dec2base27(d)

xlcalcrange(h,refCell,r,c,m,n)

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