# Solution of fractional optimal control problems in matlab

The following Matlab project contains the source code and Matlab examples used for solution of fractional optimal control problems.  Solution of Fractional Optimal Control Problems using Rational Approximation [1] C.

# Gui solver for nonlinear algebraic equation systems using fsolve in matlab

The following Matlab project contains the source code and Matlab examples used for gui solver for nonlinear algebraic equation systems using fsolve. MATLAB fsolve is frequently used to solve nonlinear algebraic equation systems.

# An optimal control tutorial for beginners in matlab

The following Matlab project contains the source code and Matlab examples used for an optimal control tutorial for beginners. This tutorial shows how to solve optimal control problems with functions shipped with MATLAB (namely, Symbolic Math Toolbox and bvp4c).

# Dynamic control of two link manipulator with redundant coordinates in matlab

The following Matlab project contains the source code and Matlab examples used for dynamic control of two link manipulator with redundant coordinates. A Two Link Manipulator is a standard problem.

# A new method for generating pareto optimal topologies in matlab

The following Matlab project contains the source code and Matlab examples used for a new method for generating pareto optimal topologies. Engineers are often interested in obtaining optimal topologies, i.

# Solve complex curve fit problem with parameter pooling & stratification by nonlinear least-squares. in matlab

The following Matlab project contains the source code and Matlab examples used for solve complex curve fit problem with parameter pooling & stratification by nonlinear least-squares. . This example solves a complex curve fitting problem that involves parameter pooling and stratification using a nonlinear least-squares approach. This example also takes advantage of some new language features with MATLAB 7.  * Anonymous functions  * Nested functions

# Pattern search method deterministic iterative zero order algorithm in matlab

The following Matlab project contains the source code and Matlab examples used for pattern search method deterministic iterative zero order algorithm. It's a deterministic iterative zero order algorithm that can be used to solve unconstrained optimization problem.

# N person game in matlab

The following Matlab project contains the source code and Matlab examples used for n person game. It uses an optimization formulation of n-person non-co-operative games as described in the paper "An Optimization Formulation to Compute Nash Equilibrium in finite Games" presented by the author, available at http://ieeexplore.

# Weighted total least squares for mutually correlated coordinates in matlab

The following Matlab project contains the source code and Matlab examples used for weighted total least squares for mutually correlated coordinates. The problem of fitting a straight line to data with uncertainties in both coordinates is solved using a weighted total least-squares algorithm.

# Weighted orthogonal least squares in matlab

The following Matlab project contains the source code and Matlab examples used for weighted orthogonal least squares. The function computes parameters a, b, and c of the weighted orthogonal least squares fit of line ax+by+c=0 to a set of 2D points with coordinates given by x and y and weights w.

# Solvers for joint sparse mmv reconstruction in matlab

The following Matlab project contains the source code and Matlab examples used for solvers for joint sparse mmv reconstruction. Constrained and Unconstrained, Analysis and Synthesis Prior Solvers for Jointly sparse Multiple Measurement Vectors. Sparco is required for running the Matlab files. Download it from http://www.cs.ubc.ca/labs/scl/sparco/ ans install it in Matlab path.

# Firefly algorithm in matlab

The following Matlab project contains the source code and Matlab examples used for firefly algorithm. Firefly algorithm for nonlinear constrained optimization. For simple demo in 2D, please use firefly_simple.m For unconstrained functions in higher dimenisions, please use fa_ndim.m For nonlinear constrained optimization, please use fa_mincon.m

# Chebyshev center and radius in matlab

The following Matlab project contains the source code and Matlab examples used for chebyshev center and radius. This function returns the Chebyshev center and Chebyshev radius of a polytope defined by linear inequalities Ax<=b.

# Heuristic method for the traveling salesman problem (tsp) in matlab

The following Matlab project contains the source code and Matlab examples used for heuristic method for the traveling salesman problem (tsp) . A number of nearest neighbour tours are generated from randomly selected starting points. Each tour is improved by 2-opt heuristics (pairwise exchange of edges) and the best result is selected.

# Unconstrained optimization of a noisy function in matlab

The following Matlab project contains the source code and Matlab examples used for unconstrained optimization of a noisy function. This model was developed for use in teaching optimization in graduate engineering courses. It demonstrates one approach for attempting to find the minimum of noisy functions using gradient-based optimization. A corresponding video can be found at: http://www.youtube.com/watch?v=f2XTnXyQz6Q

# Minlp mixed integer nonlinear programming in matlab

The following Matlab project contains the source code and Matlab examples used for minlp mixed integer nonlinear programming. Solves the mixed integer nonlinear problem: min p(x,y) s.

# Multi objective optimization using evolution strategies (es) as evolutionary algorithm (ea) in matlab

The following Matlab project contains the source code and Matlab examples used for multi objective optimization using evolution strategies (es) as evolutionary algorithm (ea). This function uses Evolution Strategies (ES) instead of Genetic Algorithms (GA) as Evolutionary Algorithm (EA) in the NSGA-II procedure for multi-objective optimization.

# Nonlinear control of 4 tank process in matlab

The following Matlab project contains the source code and Matlab examples used for nonlinear control of 4 tank process. This simulaiton demonstrates the capabilities of the APmonitor non linear controller on the non-linear 4 tank process.

# Generate random points in multi dimensional space subject to linear constraints in matlab

The following Matlab project contains the source code and Matlab examples used for generate random points in multi dimensional space subject to linear constraints. Generate Random Points in Multi-Dimensional Space subject to Linear Constraints. Algorithm is random walk type. Originally, this is used for MultiStart optimization.

# Exhaustive search optimization method for one to multidimensional cases. in matlab

The following Matlab project contains the source code and Matlab examples used for exhaustive search optimization method for one to multidimensional cases. . [x,fval,exitflag,output] = fullminsearch(funfcn, xlow, xhigh, xstep) minimizes function "funfcn" using exhaustive search in space defined by: "xlow" - lower limits of parameters (vector) "xhigh" - upper limits of parameters (vector) "xtep" - step for each parameter (vector) Rule:  length(xlow) = length(xhigh) = length(xstep);  "exitflag" - number of find same minimums.

# Rosenbrock function in matlab

The following Matlab project contains the source code and Matlab examples used for rosenbrock function. In mathematical optimization, the Rosenbrock function is a non-convex function used as a performance test problem for optimization algorithms introduced by Howard H.

# Training mlp by means of cuckoo optimization algorithm (coa) in matlab

The following Matlab project contains the source code and Matlab examples used for training mlp by means of cuckoo optimization algorithm (coa). Cuckoo Optimization Algorithm (COA) is inspired by the life of a bird family, called Cuckoo.

# Surrogate model optimization toolbox in matlab

The following Matlab project contains the source code and Matlab examples used for surrogate model optimization toolbox. Description: Surrogate model toolbox for - unconstrained continuous - constrained integer - constrained mixed-integer global optimization problems that are computationally expensive.

# Trajectory modeling in the flight path system in matlab

The following Matlab project contains the source code and Matlab examples used for trajectory modeling in the flight path system. This script models the trajectory of an aerospace vehicle in the relative flight path coordinate system. The included example flies an STS maximum cross range re-entry trajectory using angle-of-attack and bank information extracted from a trajectory optimization program.

# Normalized normal constraint (nnc) algorithm for multi objective optimization in matlab

The following Matlab project contains the source code and Matlab examples used for normalized normal constraint (nnc) algorithm for multi objective optimization. This Toolset comprises of the following files: 1) NNCparam.

# Ampl data file toolbox in matlab

The following Matlab project contains the source code and Matlab examples used for ampl data file toolbox. This toolbox contains a collection of functions for writing to AMPL (http://www.

# Augmented lagrangian in matlab

The following Matlab project contains the source code and Matlab examples used for augmented lagrangian. Augmented Lagrangian methods are a certain class of algorithms for solving constrained optimization problems. Two sample problems are provided and solved using the Augmented Lagrangian Method

# Solution of one or more nonlinear equations in the least squares sense. in matlab

The following Matlab project contains the source code and Matlab examples used for solution of one or more nonlinear equations in the least squares sense. . The function is an improved version of the function LMFnlsq widely tested on the nonlinear regression, curve fitting and identification problems.

# A pivoting algorithm solving linear complementarity problems in matlab

The following Matlab project contains the source code and Matlab examples used for a pivoting algorithm solving linear complementarity problems. LCPSolve(M,q) solves the linear complementarity problem:    w = M*z + q, w and z >= 0, w'*z = 0   The function takes the matrix M and the vector q as arguments.

# Sso (simplified swarm optimization) algorithm in matlab

The following Matlab project contains the source code and Matlab examples used for sso (simplified swarm optimization) algorithm. Simplified Swarm Optimization (SSO) algorithm invented by Wei-Chang Yeh, Papers -- Citation Details: C.