Sphere Fit (least squared) by Alan Jennings

Fits a sphere to a set of noisy data. Does not require a wide arc or many points. (fitting curves, sphere, least squares)

sphereFit_Example

sphereFit(X)

Easy Sensitivity (Tornado) Plot Function by Richard McCulloch

This function makes a tornado sensitivity plot and returns the sensitivity values. (aerospace, biotech, data export)

TorPlot(data,names,sensitivity,save,fh)

Enhanced Binary Particle Swarm Optimization (BPSO) with 6 new transfer functions by Seyedali Mirjalili

An Enhanced binary Particle Swarm Optimization algorithm (VPSO) with v-shaped transfer functions (particle swarm optimi..., pso, binary particle swarm...)

DrawConvergenceCurves(p,Max_iteration)

MyCost(x)

[gBest,gBestScore,ConvergenceCurve]=BPSO(noP,Max_iteration,...

quad3 by Marco Borges

Evaluates cubic polynomial numerical integration (numerical integration, mathematics, interpolation)

quad3(X,Y)

Improved Feedforward Neural Networks Using PSOGSA by Seyedali Mirjalili

This program is an improved Feedforward Neural Network using a hybrid algorithm called PSOGSA. (optimization, particle swarm optimi..., pso)

o=My_FNN(Ino,Hno,Ono,W,B,x1,x2,x3,x4)

output=My_sigmoid(x)

FNNGSA.m

Lithium Battery Model, Simscape Language and Simulink Design Optimization by Robyn Jackey

Multi-temperature lithium battery model using Simscape language and Simulink Design Optimization (lithium, battery, demo)

plot_estim_results.m

plot_estim_results.m

plot_estim_results.m

Stochastic Simultaneous Optimistic Optimization by Michal Valko

Black box stochastic function optimization without the knowledge of function's smoothness. (optimization, smoothness, stochastic)

draw_function(x_min,x_max,f,output)

draw_partition_tree(t,settings)

example_simple.m

Aerospace Trajectory Optimization Using Direct Transciption and Collocation by David Eagle

Demonstrates the solution of an aerospace trajectory optimization problem. (aerospace, optimization)

cgl(np, a, b)

defect_trap(tk, tkp1, xk, xkp1, uk, ukp1)

dto_guess(ti, tf, xi, xf, ngrid)

MIMO-Diophantine solver by davood shaghaghi

This function solve MIMO-Diophantine equation. (control design, optimization, simulation)

mimodioph(A,B,N)

Efficient Multidimensional Scaling (MDS) by Quan Wang

The is the source code of iterated Levenberg-Marquardt algorithm (ILMA) for solving MDS (mathematics, optimization, pattern recognition)

CM=confusion_matrix_reorder(CM)

[X, total_cost]=MDS_training(Dist,d,iter,strategy,display_f...

[X2]=MDS_encoding(X1,Dist,display_flag)

Monte Carlo example of the Multi-Factor coupled Commodity Forward curves Simulator by Ahmos Sansom

Implementation of the Multi-Factor multi commodity forward curve simulator (finance, mathematics, optimization)

GetCov(x, y)

LnTestofSims(mySims, LastFC, volFN, Factors)

MultiFactorForwardCurveSimulator(nSims, Seed, historicalFor...

Another Particle Swarm Toolbox by Sam

Implementation of a PSO algorithm with the same syntax as the Genetic Algorithm Toolbox. (global optimization, particle swarm, pso)

...

...

...

Airfoil generation using CST parameterization method by Pramudita Satria Palar

Generates an airfoil shape using CST method (aerospace, optimization, aerodynamics)

CST_airfoil(wl,wu,dz,N);

Model Predictive Control of Multi-Input, Multi-Output (MIMO) systems by Pooya Rezaei

Quadratic Programming is used to simulate Model Predictive Control of MIMO systems (optimization, control design, model predictive cont...)

Addnoise(sig,order,noise_percent)

MPC_calculation(x0,yref,uref,MPC_case)

MPC_calculation_delta_u(x0,yref_Np,MPC_case)

SwarmFireFly - The Firefly Swarm Algorithm (FFSA) by Leo Chen

SwarmFireFly - The Firefly Swarm Algorithm (FFSA) (optimization, firefly, swarm algorithm)

SGA_FITNESS_function.m

SwarmFF_demo_MO_NSGAII.m

SwarmFF_demo_SO_std.m

Maximum(minimum) Weight Spanning Tree ( Directed ) by Guangdi Li

For learning "Directed Maximum Spanning Tree", Chu-Liu/Edmonds Algorithm is implemented here. (spanning tree, learning algorithm, data mining)

DirectedMaximumSpanningTree( OriginalCostMatric,Root )

DirectedMinimalSpanningTree( OriginalCostMatric,Root )

MaximalDirectedMSF( CostMatric )

Automotive Electrical System Simulation and Control by Robyn Jackey

A conventional vehicle electrical system model with alternator, battery, loads, and idle control. (battery, alternator, automotive)

ssc_battery_management_R2012b_ini.m

ssc_lead_acid_battery_50Ah_ini.m

ssc_lead_acid_battery_50Ah_ini.m