Title :
Bin-Packing Using Genetic Algorithms
Author :
Ponce-Pérez, Armando ; Pérez-Garcia, Arturo ; Ayala-Ramirez, Victor
Author_Institution :
Univ. de Guanajuato, Salamanca, Spain
Abstract :
We present in this paper a genetic algorithm (GA) approach to solve 2-D bin packing problems of polygonal shapes on a rectangular canvas. We present how to encode shape parameters and a fitness function based on a the medial axis transform (MAT) to evaluate individuals of a genetic algorithm population. Some test and results of our experimentation are presented.
Keywords :
bin packing; genetic algorithms; image processing; 2D bin packing problems; GA; fitness function; genetic algorithm; medial axis transform; polygonal shapes; rectangular canvas; Approximation algorithms; Genetic algorithms; Genetic mutations; Genetic programming; Neural networks; Optimization methods; Parallel processing; Search methods; Shape; Testing;
Conference_Titel :
Electronics, Communications and Computers, 2005. CONIELECOMP 2005. Proceedings. 15th International Conference on
Print_ISBN :
0-7695-2283-1
DOI :
10.1109/CONIEL.2005.25
