Random Tree Generator for an FPGA-based Genetic Programming System

被引：2
|
作者：
Goribar Jimenez, Carlos A. [1 ]
Maldonado, Yazmn [1 ]
Trujillo, Leonardo [1 ]
机构：
[1] Inst Tecnol Tijuana, Tijuana, Baja California, Mexico
来源：
PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'16 COMPANION) | 2016年
关键词：
FPGA; Genetic Programming; GSGP;
D O I：
10.1145/2908961.2931665
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The present work deals with the implementation of an automatic random tree generator on an FPGA, this implementation is intended to be part of a complete genetic programming embedded system. We propose two methods for a matrix implementations and one for a vector implementation. All trees in the population are created in concurrent processes leading to significant time savings. We present pseudocode and results of hardware consumption for the three implementations.
引用
收藏
页码：1023 / 1026
页数：4
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