Nadaraya-Watson smoothing by Jan Motl

A non-parametrical regression (smoothing) tool using Gaussian kernel. (regression, smoothing, smooth)

[smoothed score h]=smoothing(ydata,varargin)

minimization of a function by random iterative search by yoash levron

Optimization method: Locates a minimum of a target function. Converges to global optimum. (optimization, minimization, optimal)

b =min_by_random_search_test_func(v)

b =min_by_random_search_test_func2(v)

min_by_random_search( fnc, region )

Hunt For Local Maxima, Minima, Plateau by Michael Chan

Illustrates identification of local maxima, minima or plateau, for exit criteria for long processes. (bioinformatics, image processing, intensive)

benchmarkSampleFunction (thresholdInitial_Trial)

determineLocationsOfMaximaMinimaPlateauFromProclivityFeatur...

determineProclivity( currentInput, previousInput )

dijsktra path finder by Sebastien PARIS

Mex implementation of the dijkstra algorithm (dijsktra, adjacency matrix, optimization)

test_dijkstra

mexme_dijkstra.m

Maximum Likelihood equalization for STBC-MIMO systems by Choqueuse Vincent

Perform Maximum Likelihood equalization for MIMO Systems using Space time block code. (likelihood, equalisation, wireless)

[modulated_coded_symbols]=space_time_coding(modulated_symbo...

[separated_data]=coherent_ML_receiver(received_signal,H,cod...

one_shot_ML_equalizer.m

LqrSim by Giampiero Campa

Algebraic Riccati Equation solution in Simulink via C+Fortran (simulink, riccati, are)

demos

contents.m

sfcndemo_lqry

K-Omega / A-Star Multi robot follow the leader (implemented in Sim and NXT) by Emad Hasan

Resource bounding pathfinding method (KOmega) implemented using A Star Algorithm for multiple agents (optimization, lego, nxt)

Astarm(Astar_coord, Astar_connect, s, d)

[cand,c]=expand(c,k,b,d,Astar_coord,Astar_connect)

[done]=execnxt(srch_path)

Least-Squares optimal affine subspace by Ofek Shilon

Computes the affine subspace (eg, line, plane) that optimally fits the input data (approximation, optimal, optimization)

lsqAffineSpace(V, SpaceDim,varargin)

lsqLine(V,varargin)

lsqPlane(V,varargin)

Optplot by Jim Ward

Gives a nearly optimal set of points [x y] for a plot of y = f(x) with uniform specified accuracy. (specialized, plotting, optimal)

optplot(fcn,xrange,tol)

optplottest.m

synthesis by Evgeny Veremey

Solves SISO mean-square optimal control design problems: A(p)x = B(p)u + f(t) (siso, meansquare, optimal)

Res=mysort(Vec)

X=polsum(A,B)

[PolRight,PolLeft]=gurnogur(Pol)

doflq.m by Leonardo Kammer

Designed to compute a Linear Quadratic optimal output feeback controller for discrete-time systems. (linear, quadratic, optimal)

doflq(par1,par2,par3,par4,par5)