Agent based scientific simulation and modeling
Agent based scientific simulation and modeling
复制标题
基于代理的科学模拟和建模
DOI：
--
复制
发表时间：
2000
期刊：
影响因子：
--
通讯作者：
E. Vavalis
中科院分区：
文献类型：
--
作者：
Ladislau Bölöni;D. Marinescu;J. Rice;P. Tsompanopoulou;E. Vavalis
普渡大学计算机科学系摘要复杂物理系统的模拟和建模通常涉及许多组件，因为（i）物理系统本身具有不同性质的组件，（ii）并行计算策略需要许多（某种程度上独立的）组件，以及（iii）现有的模拟软件仅适用于更简单的几何形状和物理情况。我们讨论如何将基于代理的网络应用于此类多组件应用程序。网络代理用于（a）控制子组件上现有求解器的执行，（b）在子组件之间进行调解，以及（c）协调整体的执行。本文重点关注偏微分方程 (PDE) 模型作为该方法的一个实例，并描述了使用 PELLPACK 偏微分方程问题求解环境和基于代理计算的 Bond 系统的网络实现。版权
Computer Science Department, Purdue UniversitySUMMARYThe simulation and modeling of complex physical systems often involves many components because(i) the physical system itself has components of differing natures, (ii) parallel computing strategies requiremany (somewhat independent) components, and (iii) existing simulation software applies only to simplergeometrical shapes and physical situations. We discuss how agent based networks are applied to such multi-component applications. The network agents are used to (a) control the execution of existing solvers on sub-components, (b) mediate between sub-components, and (c) coordinate the execution of the ensemble. Thispaper focuses on partialdifferentialequation (PDE)models as an instanceof theapproach and describes theimplementation of networks using the PELLPACK problem solving environment for PDEs and the Bondsystem for agent based computing. Copyright