Kinetic-Monte-Carlo-Based Parallel Evolution Simulation Algorithm of Dust Particles
The evolution simulation of dust particles provides an important way to analyze the impact of dust on the environment. KMC-based parallel algorithm is proposed to simulate the evolution of dust particles. In the parallel evolution simulation algorithm of dust particles, data distribution way and com...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-01-01
|
| Series: | Journal of Applied Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2014/839726 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832551469706903552 |
|---|---|
| author | Xiaomei Hu Zhifeng Xu Hongxia Cai Junjun Hu |
| author_facet | Xiaomei Hu Zhifeng Xu Hongxia Cai Junjun Hu |
| author_sort | Xiaomei Hu |
| collection | DOAJ |
| description | The evolution simulation of dust particles provides an important way to analyze the impact of dust on the environment. KMC-based parallel algorithm is proposed to simulate the evolution of dust particles. In the parallel evolution simulation algorithm of dust particles, data distribution way and communication optimizing strategy are raised to balance the load of every process and reduce the communication expense among processes. The experimental results show that the simulation of diffusion, sediment, and resuspension of dust particles in virtual campus is realized and the simulation time is shortened by parallel algorithm, which makes up for the shortage of serial computing and makes the simulation of large-scale virtual environment possible. |
| format | Article |
| id | doaj-art-7808c16e48e74bb48b5f6c3b551710b7 |
| institution | Kabale University |
| issn | 1110-757X 1687-0042 |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Applied Mathematics |
| spelling | doaj-art-7808c16e48e74bb48b5f6c3b551710b72025-02-03T06:01:22ZengWileyJournal of Applied Mathematics1110-757X1687-00422014-01-01201410.1155/2014/839726839726Kinetic-Monte-Carlo-Based Parallel Evolution Simulation Algorithm of Dust ParticlesXiaomei Hu0Zhifeng Xu1Hongxia Cai2Junjun Hu3Shanghai Key Laboratory of Mechanical Automation and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Mailbox 232, No. 149 Yanchang Road, Shanghai 200072, ChinaShanghai Key Laboratory of Mechanical Automation and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Mailbox 232, No. 149 Yanchang Road, Shanghai 200072, ChinaShanghai Key Laboratory of Mechanical Automation and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Mailbox 232, No. 149 Yanchang Road, Shanghai 200072, ChinaShanghai Key Laboratory of Mechanical Automation and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Mailbox 232, No. 149 Yanchang Road, Shanghai 200072, ChinaThe evolution simulation of dust particles provides an important way to analyze the impact of dust on the environment. KMC-based parallel algorithm is proposed to simulate the evolution of dust particles. In the parallel evolution simulation algorithm of dust particles, data distribution way and communication optimizing strategy are raised to balance the load of every process and reduce the communication expense among processes. The experimental results show that the simulation of diffusion, sediment, and resuspension of dust particles in virtual campus is realized and the simulation time is shortened by parallel algorithm, which makes up for the shortage of serial computing and makes the simulation of large-scale virtual environment possible.http://dx.doi.org/10.1155/2014/839726 |
| spellingShingle | Xiaomei Hu Zhifeng Xu Hongxia Cai Junjun Hu Kinetic-Monte-Carlo-Based Parallel Evolution Simulation Algorithm of Dust Particles Journal of Applied Mathematics |
| title | Kinetic-Monte-Carlo-Based Parallel Evolution Simulation Algorithm of Dust Particles |
| title_full | Kinetic-Monte-Carlo-Based Parallel Evolution Simulation Algorithm of Dust Particles |
| title_fullStr | Kinetic-Monte-Carlo-Based Parallel Evolution Simulation Algorithm of Dust Particles |
| title_full_unstemmed | Kinetic-Monte-Carlo-Based Parallel Evolution Simulation Algorithm of Dust Particles |
| title_short | Kinetic-Monte-Carlo-Based Parallel Evolution Simulation Algorithm of Dust Particles |
| title_sort | kinetic monte carlo based parallel evolution simulation algorithm of dust particles |
| url | http://dx.doi.org/10.1155/2014/839726 |
| work_keys_str_mv | AT xiaomeihu kineticmontecarlobasedparallelevolutionsimulationalgorithmofdustparticles AT zhifengxu kineticmontecarlobasedparallelevolutionsimulationalgorithmofdustparticles AT hongxiacai kineticmontecarlobasedparallelevolutionsimulationalgorithmofdustparticles AT junjunhu kineticmontecarlobasedparallelevolutionsimulationalgorithmofdustparticles |