Multiplication Algorithm
NSGA-II is a very famous multi-objective optimization algorithm. I submitted an example previously and wanted to make this submission useful to others by creating it as a function. Even though this function is very specific to benchmark problems, with a little bit more modification this can be...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (48): NSGA - II: A multi-objective optimization algorithm Download |
Gravitational search algorithm (GSA) is an optimization algorithm based on the law of gravity and mass interactions.This algorithm is based on the Newtonian gravity: "Every particle in the universe attracts every other particle with a force that is directly proportional to the product of their...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (52): Gravitational Search Algorithm (GSA) Download |
The Jonker-Volgenant algorithm is much faster than the famous Hungarian algorithm for the Linear Assignment Problem (LAP). This Matlab implementation is modified from the original C++ code made by Roy Jonker, one of the inventors of the algorithm. It is about 10 times faster than the munkres code...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (55): LAPJV - Jonker-Volgenant Algorithm for Linear Assignment Problem Download |
A flexible implementation of PSO algorithm with time-varying parameters. Algorithm is suitable for solving continuous optimization problems. Special care has been taken to enable flexibility of the algorthm with respect to its parameters and to initial population selection. Detailed logging of...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (40): Particle Swarm Optimization (PSO) algorithm Download |
findMIS is an heuristic algorithm for solving Maximum Independent Set problem (MIS).An independent set of a graph is a subset of vertices in which no two vertices areadjacent. Given a set of vertices, the maximum independent set problem callsfor finding the independent set of maximum...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (49): Heuristic Algorithm for finding Maximum Independent Set Download |
We use the genetic algorithm (gatool) to determine the four parameters of the implicit Forst-Kalkwarf-Thodos Model. Predictions are in perfect agreement with data of vapour pressure of iodobenzene versus temperature for a temperature range from 380.15 K to 580.15 K.
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (47): Model Determination using Genetic Algorithm: Forst-Kalkwarf-Thodos Model Download |
This is an extremely fast implementation of the famous Hungarian algorithm (aslo known as Munkres' algorithm). The new version (V2.2)is about 1.5 times faster than the old version (V2.1). It can solve a 1000 x 1000 problem in about 20 seconds in a Core Duo (T2500 @ 2.00GHz) XP laptop with Matlab...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (45): Hungarian Algorithm for Linear Assignment Problems (V2.2) Download |
This algorithm will accept a Latitude, Longitude and Altitude location as well as a specific universal coordinated time. It will use this information and calculate the position of the moon in a local coordinate frame (az and alt aka az and el).Example Function Call:[Az El] = LunarAzEl('1991/05/19...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (44): Lunar Azimuth and Altitude Estimation Algorithm Download |
This algorithm deal with multimodal optimization problems under constraints.
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (48): ClonalG Immune Algorithm for Optimiation with Constraints Download |
These files are the MATLAB code for "Imperialist Competitive Algorithm (ICA)" which in some papers is referred by "Colonial Competitive Algorithm CCA".Evolutionary optimization methods, inspired from natural processes, have shown good performance in solving complex optimization problems. For...
Platforms: Matlab
License: Freeware | Size: 450.56 KB | Download (44): Colonial Competitive Algorithm (CCA) Download |
In this M-file, the implementation of ACO Algorithm is given with the support of reference papers listed. You can easily use it as following command to see the pictures of result and the playing iterative course.ACO('filename.tsp');filename.tsp is the problem file of the Symmetrical or...
Platforms: Matlab
License: Freeware | Size: 30.72 KB | Download (41): Solving Symmetrical and DisSymmetrical TSP base on Ant Colony Algorithm Download |
SpeedyGA is a vectorized implementation of a genetic algorithm in the Matlab programming language. Without bells and whistles, it faithfully implements the specification for a Simple GA given on pgs 10, 11 of M. Mitchell's GA book. See comments in code for details.This script has played a crucial...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (51): SpeedyGA: A Fast Simple Genetic Algorithm Download |
It's a deterministic iterative zero order algorithm that can be used to solve unconstrained optimization problem. It finds the relative minimum of a two variables function with a deterministic iterative zero order algorithm. Pattern search method It finds the relative minimum of a two variables...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (50): Pattern search method: deterministic iterative zero order algorithm Download |
The code implements the so called Faddeev-Leverrier algorithm to compute the coefficients of the characteristic polynomial of a given matrix and to get the inverse of the matrix without extra cost.
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 10 KB | Download (45): Faddeev-Leverrier Algorithm Download |
The Matlab convhulln is a gateway to the quickhull algorithm ( see www.qhull.org ). In my opinion, one weak point of this mex routine is that it processes all the points without performing any preliminary filtering.In many cases it would be faster if only the point that can be part of the...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (42): N-DIMENSIONAL CONVEX HULL: QUICKER HULL ALGORITHM Download |
This is an application of the Greedy Algorithm and the Local Search for finding a solution for the SC Distribution Network problem.We dealt with one level SC composed of a set of factories and a set of Sales Points, each sales point has a demand at a certain time, each factory has a production...
Platforms: Matlab
License: Freeware | Size: 583.68 KB | Download (52): Applying Greedy Algorithm and Local Search in a Supply Chain distribution problem Download |
Munkres algorithm (also known as Hungarian algorithm) is an efficient algorithm to solve the assignment problem in polynomial-time. The algorithm has many applications in combinatorial optimization, for example in Traveling Salesman problem.There are a few submissions in the File Exchange for the...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (40): Munkres Assignment Algorithm Download |
We use the genetic algorithm (gatool) to determine the three parameters of the simple Antoine equation and the six parameters of the Modified Antoine Model. Predictions are in perfect agreement with experimental data of vapor pressure of ethanol versus temperature for a temperature range from...
Platforms: Matlab
License: Freeware | Size: 20.48 KB | Download (44): Model Determination using Genetic Algorithm: Application to Vapour Pressure vs Temperature Equations Download |
The code implements the algorithm as given in Chen et. al 1991.It takes max tolerance from the user.It selects Ms significant regressors from the total M regressors.Unfortunately, the error obtained after training the RBF network isn't as expected. Is there a mistake in my code???Please feel free...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (43): Orthogonal Least Squares Algorithm for RBF Networks Download |
A new metaheuristic optimization algorithm, called Cuckoo Search (CS), is fully implemented, and the vectorized version is given here. This code demonstrates how CS works for unconstrained optimization, which can easily be extended to solve various global optimization problems efficiently.
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (49): Cuckoo Search (CS) Algorithm Download |