A survey on agent-based simulation using hardware accelerators
Due to decelerating gains in single-core CPU performance, computationally expensive
simulations are increasingly executed on highly parallel hardware platforms. Agent-based …
simulations are increasingly executed on highly parallel hardware platforms. Agent-based …
OpenABLext: An automatic code generation framework for agent‐based simulations on CPU‐GPU‐FPGA heterogeneous platforms
The execution of agent‐based simulations (ABSs) on hardware accelerator devices such as
graphics processing units (GPUs) has been shown to offer great performance potentials …
graphics processing units (GPUs) has been shown to offer great performance potentials …
MASS CUDA: a general GPU parallelization framework for agent-based models
L Kosiachenko, N Hart, M Fukuda - … of Survivable Agents and Multi-Agent …, 2019 - Springer
GPU-based parallelization of agent-based modeling (ABM) has been highlighted for the last
decade to address its computational needs for scalable and long-run simulations in practical …
decade to address its computational needs for scalable and long-run simulations in practical …
[PDF][PDF] GPU delegation: Toward a generic approach for developping MABS using GPU programming
E Hermellin, F Michel - … of the 2016 International Conference on …, 2016 - aamas.csc.liv.ac.uk
ABSTRACT Using Multi-Agent Based Simulation (MABS), computing resources
requirements often limit the extent to which a model could be experimented. As the number …
requirements often limit the extent to which a model could be experimented. As the number …
Using parallel computing to improve the scalability of models with BDI agents
These last years have seen the development of several extensions of modeling platforms to
include BDI agents. These extensions have allowed modelers with little knowledge in …
include BDI agents. These extensions have allowed modelers with little knowledge in …
GPU environmental delegation of agent perceptions: application to Reynolds's boids
E Hermellin, F Michel - Multi-Agent Based Simulation XVI: International …, 2016 - Springer
Abstract Using Multi-Agent Based Simulation (MABS), computing resources requirements
often limit the extent to which a model could be experimented with. Regarding this issue …
often limit the extent to which a model could be experimented with. Regarding this issue …
Efficient GPU Parallelization of the Agent-Based Models Using MASS CUDA Library
E Kosiachenko - 2018 - digital.lib.washington.edu
Agent-based models (ABMs) simulate the actions and interactions of autonomous agents
and their effects on the system as a whole. Many disciplines benefit from using ABMs, such …
and their effects on the system as a whole. Many disciplines benefit from using ABMs, such …
MCMAS: A toolkit for developing agent-based simulations on many-core architectures
G Laville, C Lang, B Herrmann… - Multiagent and Grid …, 2015 - content.iospress.com
Multi-agent models and simulations are used to describe complex systems in domains such
as biological, geographical or ecological sciences. The increasing model complexity results …
as biological, geographical or ecological sciences. The increasing model complexity results …
Overview of case studies on adapting mabs models to gpu programming
E Hermellin, F Michel - Highlights of Practical Applications of Scalable …, 2016 - Springer
Abstract General-Purpose Computing on Graphics Units (GPGPU) is today recognized as a
practical and efficient way of accelerating software procedures that require a lot of …
practical and efficient way of accelerating software procedures that require a lot of …
[PDF][PDF] État de l'art sur les simulations multi-agents et le GPGPU Évolution et perspectives de recherches
Dans le domaine des systèmes multi-agents, la hausse constante du nombre d'entités
implique un besoin en ressource de calcul de plus en plus important. Cependant, les …
implique un besoin en ressource de calcul de plus en plus important. Cependant, les …