This code is a demo of using Genetic Algorithms (GA) to solve a simple constrained multi-objective optimization (MOO) problem.
The objective is to find the pareto front of the MOO problem defined as follows:
Maximize:
f1(X) = 2*x1 + 3*x2
f2(X) = 2/x1 + 1/x2
such that:
10 > x1 > 20
20 > x2 > 30
The set of non-dominated solutions is plotted in the objective space, and...
SDF is aimed at setting the figure fonts and line sizes to a comfortable viewing and exporting and is best suited to plots whose result is difficult to adjust
The function is useful in presentation where custom fonts (larger or smaller)...
G1 is an enteprise level applications framework written in PHP 5, making full use of the new language features. This is archived using new features in PHP 5.1 as SPL, SDO and PDO classes. Please referer to http://g1.tigris.org.
SDF(Site Development Framework) is a web based applications and object oriented PHP framework.
This code proposes genetic algorithm (GA) to optimize the point-to-point trajectory planning for a 3-link (redundant) robot
arm. The objective function for the proposed GA is to minimizing traveling time and space, while not exceeding a...
This code is an application of GA.
It solves the following problem:
Draw the largest possible circle in a space of stars without enclosing any of them.
The final output is a plot of the stars and the largest possible circle is drawn
The ternary phase diagram of the Al-Ga-Sb system was calculated in the whole domain of compositions on the basis of the simple solution model. AlGaSb_PhaseDiagram is a GUI wich can be used to grow epitaxial layers by means of Liquid Phase Epitaxy....
Finds a (near) optimal solution to a variation of the M-TSP (that has a variable number of salesmen) by setting up a GA to search for the shortest route (least distance needed or the salesmen to travel to each city exactly once and return to their...
This function uses Evolution Strategies (ES) instead of Genetic Algorithms (GA) as Evolutionary Algorithm (EA) in the NSGA-II procedure for multi-objective optimization.
The algorithm is able to find the pareto optimal front in most of...
ECF is a C++ framework intended for application of any type of evolutionary computation (GA/GP, DE, PSO, GAn...). It offers simplicity for the end-user (parameterless usage, tutorial) and customization for experienced EC practicioners. | 
