Feature extraction from simple patterns by utilizing a genetic algorithm of artificial animal (AAA-2) having one-dimensional oscillatory motion
Memoirs of the Faculty of Engineering, Yamaguchi University Volume 45 Issue 2
Page 311-319
published_at 1995-03
Title
直線振動運動する模擬動物を用いた遺伝的アルゴリズムによる図形の特徴抽出
Feature extraction from simple patterns by utilizing a genetic algorithm of artificial animal (AAA-2) having one-dimensional oscillatory motion
Creators
Kawauchi Yoshihiro
Creators
Yokoyama Etsuro
Source Identifiers
This paper pesents a new approach for featuer extraction of a simple pattern utilizing a genetic algorithm. In the algorithm, we assume artificial animals (AA-2) having one-dimensional oscillatory motion. The animals are moving aroundin an artificial world where the foods of the animals are distribured in a shape of a spatial pattern. Each animal has motion parameters of direction of motion (DM) and amplitude of oscillation (AO) as their own genes. When they meet together in a certain condition new generations are produced by mutation and intersection of genes. Darwin's rules of selection and adaptation bring an evolution of the artificial animals. After adaptation in, the genes of survived animals represent features of the spatial pattern. Features such as directions and characteristic size of the pattern can be extracted by analyzing the type of survived genes.
Languages
jpn
Resource Type
departmental bulletin paper
Publishers
山口大学工学部
Date Issued
1995-03
File Version
Version of Record
Access Rights
open access
Relations
[ISSN]0372-7661
[NCID]AN00244228
Schools
工学部