Neural Network And Genetic Algorithm
SFAM is an incremental neural network classifier. It is a simple and fast version of Fuzzy ARTMAP (FAM). Both FAM and SFAM produce the same output given the same input.References:[1] Kasuba, T. (1993). "Simplified fuzzy ARTMAP." AI Expert, Nov., 18d-deOCt25.[2] Carpenter, G. A., Grossberg, S.,...
Platforms: Matlab
License: Freeware | Size: 20.48 KB | Download (49): Simplified Fuzzy ARTMAP Neural Network Download |
This package includes files for modelling nonlinear dynamic systems using a recurrent generalized neural network. The learning scheme uses the complex method of nonlinear nonderivative optimization, thereby avoiding the problems of computing the derivative of an infinite impulse response filter...
Platforms: Matlab
License: Freeware | Size: 256 KB | Download (46): Complex Optimization of a Recurrent Neural Network Download |
Simple Matlab Code for Neural Network Hebb Learning Rule.It is good for NN beginners students. It can be applied for simple tasks e.g. Logic "and", "or", "not" and simple images classification.
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 10 KB | Download (39): Neural Network Hebb Learning Rule Download |
Neural network classification results live view (like a movie).
Free software for playing with neural networks classification.
Major features
* Easy, ready to play with.
* Live view.
* Many network architectures.
* Different shapes of training data sets.
* Learning with backpropagation...
Platforms: Windows
License: Freeware | Size: 404 KB | Download (61): Sharky Neural Network Download |
Neuroph is lightweight Java Neural Network Framework which can be used to develop common neural network architectures. Small number of basic classes which correspond to basic NN concepts, and GUI editor makes it easy to learn and use.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 347.34 KB | Download (50): Java Neural Network Framework Neuroph Download |
An object oriented library of an Genetic Algorithm, implemented in Java. Clear separation of the several concepts of the algorithm, e.g. Gene, Chromosome, Genotype, Phenotype, Population and Fitness Function. The fitness calculation is parallelized.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 5.03 MB | Download (44): Java Genetic Algorithm Library Download |
PID controller has been extensively used in the industrial world. But in this controller it is difficult to tune the PID gains.We apply the genetic algorithm(GA) to tune the PID gains. The GA is agorithm using the biotic; gene the biotic; genetics.
Platforms: Matlab
License: Freeware | Size: 102.4 KB | Download (55): PID Tuning Using Genetic Algorithm Download |
Given a neural network object, this function returns the closed, symbolic, expression implemented by the network (as a string).This allows you to use a neural network model without relying on the neural network toolbox.Note I only implemented for feed forward nets (MLPs) and not all possible...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (42): Neural Network Symbolic expression Download |
This code proposes genetic algorithm (GA) to optimize the point-to-point trajectory planning for a 3-link (redundant) robotarm. The objective function for the proposed GA is to minimizing traveling time and space, while not exceeding a maximumpre-defined torque, without collision with any...
Platforms: Matlab
License: Freeware | Size: 1.33 MB | Download (44): Motion Planning for a Robot Arm by Using Genetic Algorithm Download |
The attached zip file contains what is needed to implement a two layer neural network. This will hopefully be the first part of a broader collection of neural network tools.It can be used to train and simulate a NN with two layers, an input layer and an output layer. The output layer's activation...
Platforms: Matlab
License: Freeware | Size: 20.48 KB | Download (45): Simple Neural Network Download |
This is a learning model for matrix-based data. It can be more efficient than standard vector-based models when the training sample is small or the inputs are matrices, since this model has less parameters than standard ones and exploits an inner structure of the inputs. This model can be...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (47): Linear matrix-based neural network Download |
Extended compact genetic algorithm (ECGA) is an algorithm that can solve hard problemsin the binary domain. ECGA is reliable and accurate because of the capability ofdetecting building blocks, but certain difficulties are encountered when we directly applyECGA to problems in the integer domain....
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 10 KB | Download (40): Extended compact genetic algorithm Download |
N-queen generalized genetic algorithm. Parameters can be changed and tested.It has very basic but effective functions of selection,crossover and mutation.Queens are randomly positioned in the beginning.I have written it for n-queens.It gives a good amount of solutions for queens > 8.Also you can...
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 122.88 KB | Download (40): Genetic Algorithm for n-queen problem Download |
Use the mixed-integer genetic algorithm to solve an engineering design problem.Designs often require that components come from a list of available sizes. In this example, we show how the Genetic Algorithm can be used to find values for the Resistors and Thermistors in a circuit that meet our...
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 153.6 KB | Download (44): Optimal Component Selection Using the Mixed-Integer Genetic Algorithm Download |
RHiTech NeuronNet v 1.0b - this COM component allows emulating neural network and training it by the error back-propogation algorithm. Installation with example included.
Platforms: Windows
License: Freeware | Size: 320 KB | Download (477): RHiTech NeuronNet Download |
Geeks Artificial Neural Network (G.A.N.N) is an open source project that started with the philosophy of being a new more advanced A.N.N that works as a platform for other applications. In other words, G.A.N.N should be considered as a 'Black Box'.
Platforms: Windows, Mac, BSD, Linux
License: Freeware | Size: 44.19 KB | Download (47): Geeks Artificial Neural Network Download |
iSNS is an interactive neural network simulator written in Java/Java3D. The program is intended to be used in lessons of Neural Networks. The program was developed by students as the software project at Charles University in Prague.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 7.61 MB | Download (58): Interactive Neural Network Simulator Download |
This demo shows how to use MATLAB, Optimization Toolbox, and Genetic Algorithm and Direct Search Toolbox to optimize the design of a double wishbone suspension system.Note: You will need to have the following products installed in order to run this demo: MATLAB, Simulink, Optimization Toolbox,...
Platforms: Matlab
License: Freeware | Size: 2.02 MB | Download (46): Optimization of a Double Wishbone Suspension System Download |
Encog is an advanced neural network and bot programming library. Encog can be used independently either to create neural networks or HTTP bot programs. Encog also includes classes that combine these two advanced features. Encog contains classes for Feedforward Neural Networks, Hopfield Neural...
Platforms: Mac
License: Freeware | Size: 5.4 MB | Download (46): Encog Download |
This code implements the basic back propagation of error learning algorithm. the network has tanh hidden neurons and a linear output neuron, and applied for predicting y=sin(2pix1)*sin(2pix2).We didn't use any feature of neural network toolbox.
Platforms: Matlab
License: Freeware | Size: 112.64 KB | Download (39): Function Approximation Using Neural Network Without using Toolbox Download |