Evolving Complete L-Systems: Using Genetic Algorithms for the Generation of Realistic Plants

被引：2

作者：

Fitch, Benjamin G. ^{[1
]}

Parslow, Patrick ^{[1
]}

Lundqvist, Karsten O. ^{[1
]}

机构：

[1] Univ Reading, Sch Syst Engn, Reading, England

来源：

ARTIFICIAL LIFE AND INTELLIGENT AGENTS | 2018年 / 732卷

关键词：

D O I：

10.1007/978-3-319-90418-4_2

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper introduces the idea of producing a platform, from which to set into motion the evolution of a virtual plant. The plants are represented and generated using the mathematical formalism of Lindenmayer Systems, with the genome being embodied by the production rules and variables of the L-System, for both the plant and its roots. Evolution is then simulated using Genetic Algorithms, which are driven by a user defined fitness function, in the form of an equation. This is all packaged in a Graphical User Interface (GUI), allowing the user control over the different genetic operators of the genetic algorithm.

引用

页码：16 / 23

页数：8

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