.png){kind=icon}
返回
PGO: A parallel computing platform for global optimization based on genetic algorithm
.png){kind=icon}
PRE
AI
DOI：10.1016/j.cageo.2006.09.002.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This paper presents the design, architecture and implementation of a general parallel computing platform, termed PGO, based on the Genetic Algorithm (GA) for global optimization. PGO provides an efficient and easy-to-use framework for parallelizing the global optimization procedure for general scientific modeling and simulation processes. Along with a core optimization kernel built on a GA, PGO also includes a general input generator and an output extractor that can facilitate its easy integration with various scientific computing tasks. In this paper, we demonstrate the efficiency and versatility of PGO with two different applications: (1) the parallelization of a large scale parameter estimation problem associated with modeling water flow in a heterogeneous deep vadose zone; (2) the parallelization of a complex simulation-optimization procedure for searching for an optimal groundwater remediation design. PGO is developed as an open source code, and is independent of the computer operating system. It has been tested in a heterogeneous computing environment consisting of Solaris 9, Fedora Core 2 Linux, and Microsoft Windows machines, and is freely available for download from http://grid.scut.edu.cn/PGO/. (c) 2006 Elsevier Ltd. All rights reserved.
Keyword:
parallel computing
high performance computation platform
global optimization
the Genetic Algorithm
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
C
IF:
4.4
论文数:
5.0K
被引数:
1.5W
机构
暂无机构信息
引用论文
.png){kind=icon}
Determination of daily evaporation and evapotranspiration of winter wheat and maize by large-scale weighing lysimeter and micro-lysimeter大型称重式蒸渗仪和微型蒸渗仪测定冬小麦和玉米的日蒸发量和蒸散量
PREAI
分享收藏
分享收藏分享收藏Diversification of circulating and tumor‐infiltrating plasmacytoid DCs towards the P3 (CD80+ PDL1−)‐pDC subset negatively correlated with clinical outcomes in melanoma patients循环和肿瘤浸润性浆细胞样dc向P3的多样化 (CD80 PDL1-)-pdc子集与黑色素瘤患者的临床结局呈负相关
OAAI
OAAI分享收藏
查看更多内容