Genetic Algorithm Time Series Forecast
Time Series API is a professional C++ class library for simulating (backtesting) and deploying financial trading strategies as well as general purpose time series modelling. The library is a stand-alone time series engine that can be extended via a component object model.
Models are defined...
Platforms: Windows
License: Commercial | Cost: $334.00 USD | Size: 3.4 MB | Download (529): Time Series API Download |
Parallel Genetic Algorithm Library (or PGAL for short) is a C++ toolkit for simply, efficiently, and swiftly producing genetic algorithm code that works across multiple processors. This is useful not only for those with multi-processor computers, but also for distributed and cluster computing...
Platforms: *nix
License: Freeware | Size: 75.78 KB | Download (218): Parallel Genetic Algorithm Library 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 |
Genetic Algorithm File Fitter, or just GAFFitter, is a command-line software written in C++ that arranges--via a genetic algorithm--an input list of items or files/directories into volumes of a certain capacity (target), such as CD or DVD, in a way that the total wastage is minimized. By smartly...
Platforms: *nix
License: Freeware | Size: 40.96 KB | Download (122): Genetic Algorithm File Fitter Download |
The Genetic Algorithm Utility Library (or, GAUL for short) is a flexible programming library designed to aid in the development of applications that use genetic, or evolutionary, algorithms. It provides data structures and functions for handling and manipulation of the data required for serial...
Platforms: C and C plus plus
License: Freeware | Size: 552.96 KB | Download (44): Genetic Algorithm Utility 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 |
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 |
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 |
Mackey-Glass Time Series Forecasting using Wang-Mendel Method
Platforms: Matlab
License: Freeware | Size: 143.36 KB | Download (52): Mackey-Glass Time Series Forecasting using Method 2 Single Stage Fuzzy Forecaster Download |
There are three methods (1, 2 & 3 [Back-propagation]) for forecasting a time series. Here is a collection of MATLAB programming, screen shorts, Fig files giving results. Follow comments in the files to run programs
Platforms: Matlab
License: Freeware | Size: 256 KB | Download (52): Mackey-Glass Time Series Forecasting using Method 1 Single Stage Fuzzy Forecaster 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 |
These algorithms are an implementation of the iterative amplitude adapted Fourier Transform method of Schreiber and Schmitz to make surrogate time series. These surrogate time series or fields were made to have the Power spectrum and the amplitude distribution (or PDF) from a measurement, but...
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 133.12 KB | Download (46): Surrogate time series and fields Download |
Use this function to plot several time series aligned beneath each other with shaded blocks highlighting important sections.
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 10 KB | Download (48): Shaded time series Download |
Zaitun Time Series is software designed for statistical analysis of time series data. It provides easy way for time series modeling and forecasting.
Zaitun Time Series provides several statistics and neural networks models, and graphical tools that will make your work on time series analysis...
Platforms: Windows
License: Freeware | Size: 1.03 MB | Download (56): Zaitun Time Series 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 |
Springbots is a python application which takes a set of 2d physical structures built with nodes and movable springs and evolve them for specific tasks like walking, swimming and jumping using genetic algorithm.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 107.43 KB | Download (46): Springbots, Genetic Algorithm Download |
Trilobots is an arcade-style shooter that evolves the abilities and programming of the enemies using a genetic algorithm. The end goal is to make the evolution transparent, allowing users to learn how genetic algorithms work while having fun.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 135.09 KB | Download (52): Trilobots: A Genetic Algorithm Shooter Download |
Only in very simple situations can we describe the correlation between two time series as a single number. Often it varies both as a function of time, and of wavelength. Datasets may be uncorrelated on short timescales due to noise, but strongly correlated on larger wavelengths (eg annual).This...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (49): Comparing Time Series using Semblance Analysis Download |
This a very simple function that produces a condensed, approximate version of the time-series signal y, with each group of n adjacent points in y replaced by its average. You can use this to condense over-sampled signals so that subsequent processing will be easier and faster. Or you can use it...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (40): Condense time-series signals Download |
Measures of Analysis of Time Series (MATS) toolkit computes a number of different measures of analysis of scalar time series (linear, nonlinear and other statistical measures). It also contains pre-processing tools (transformations and standardizations), data splitting facility, resampled data...
Platforms: Matlab
License: Freeware | Size: 3.41 MB | Download (63): Measures of Analysis of Time Series toolkit (MATS) Download |