PPT-Accelerating Simulation of Agent-Based Models

on Heterogeneous Architectures Jin Wang Norman Rubin Haicheng Wu Sudhakar Yalamanchili Georgia Institute of Technology AMD The author is now affiliated with NVIDIA Research. Agent-based models could help to evaluate policies designed to foster economic recovery.P. NOBLE/R Vol 4606 August 2009 OPINION universe, in which many players can act in complex — and realistic Zach ma. ADVISOR: MUNEHIRO FUKUDA. M. ulti-Agent Transportation Simulation Using MASS. MATMASSim. What Is Transportation Simulation?. Microscopic. . Car-following model. Macroscopic. . Traffic flow model. Alexander S. Mentis. 15 October 2013. Agent-Based Modeling?. Sadly, no.. Then what is it?. Simulation. The . imitation. of the operation of a real-world process or system over time. Not to be confused with…. Piper Jackson. PhD Candidate. Software Technology Lab. School of Computing Science. Simon Fraser University. Von Neumann machines:. Self-reproducing. Cellular Automata. Object oriented programming (OOP. Swarm Intelligence: Develop systems where sets of agents of agents solve problems without centralized control intelligently. . Agent-based Modeling and Simulation (Develop models of agent-based systems in nature, business, society…). on Heterogeneous . Architectures. Jin . Wang. †. , Norman Rubin. ‡*. , . Haicheng. Wu. †. , . Sudhakar. . Yalamanchili. †. † Georgia Institute of Technology. ‡ . AMD. * The author is now affiliated with NVIDIA Research. of Wolf Pack Behavior. Group Project ---do we have any groups yet? . Each group uses its own theme (e.g. wolf pack social behavior, wolf pack hunting behavior,…); group has the freedom to choose whatever it wants. . Tom Creasey, PE, PhD. September 9, 2015. Models: Keeping the Horse before the Cart. “If all you have is a hammer, everything looks like a nail.”. Paraphrased from. The Psychology of Science. Abraham Maslow, 1966. Agent-based model. An . Agent-Based Model (ABM) is a computational . model for simulating the actions and interactions of autonomous individuals in a network, with a view to assessing their effects on the system as a whole.. Using High Performance Computing. Nov. ., 1. 3. , 200. 9. . AESCS. 200. 9. , Taiwan. Takao. TERANO. . Department of Computational Intelligencs & Systems Sciences. Tokyo Institute of Technology. Pandemic . and Seasonal Influenza Outbreaks. Milton . Soto-Ferrari. Peter Holvenstot. Diana Prieto. Elise . de . Doncker. John . Kapenga. Western Michigan University. Presentation. Introduction. Agent Model Description. Goals. What is an agent-based model. ?. Why . construct agent-based models. ?. What are the parts of an agent-based model?. How does one construct agent-based models?. What is an agent-based model?. What is an agent-based model?. Combinatorial optimization methods for agent-based modeling. Matthew . Oremland. Mathematical Biosciences Institute. Ohio State University. oremland.2@osu.edu. overview. ABMs in biology. Toy model for demonstration. Stewart Robinson. Dean, . School of Business and Economics. Professor . of Management . Science. Four examples:. A . Lorry Loading Bay . Problem. Knowledge Based Improvement (KBI): Ford Engine Plant.