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Agent-based Simulation of Drivers with the Janus Platform

Stéphane Galland, Jocelyn Buisson, Nicolas Gaud, Michaël Gonçalves, Abderrafiaa Koukam, François Guiot, Ludovic Henry
2014 Procedia Computer Science  
This paper proposes a multiagent model for the microscopic simulation of drivers in a virtual environment.  ...  This distinction permits to decrease the design's complexity. The selected agent platform to support this model is Janus, and its environment model JaSim.  ...  Acknowledgments The JaSim model and related tools are contributing to the Simulate commercial offer of the Voxelia SAS 7 company, France.  ... 
doi:10.1016/j.procs.2014.05.484 fatcat:5ci2g55bpbbdzjcqomnpulyuie

Simulation Model of Carpooling with the Janus Multiagent Platform

Stéphane Galland, Nicolas Gaud, Ansar-Ul-Haque Yasar, Luk Knapen, Davy Janssens, Olivier Lamotte
2013 Procedia Computer Science  
The procedure of carpooling consists of a number of steps namely; (i) create a motive to carpool, (ii) communicate this motive with other agents, (iii) negotiate a plan with the interested agents, (iv)  ...  We plan to, as a part of the future work, develop a prototype of our agent-based carpooling application based on the work presented in this paper.  ...  The contribution of this paper is the design and the implementation of an agent-based model upon the Janus multiagent platform.  ... 
doi:10.1016/j.procs.2013.06.115 fatcat:ihgwknajlnhnff2np2nczfwp5a

Organizational and Agent-based Automated Negotiation Model for Carpooling

Iftikhar Hussain, Luk Knapen, Stephane Galland, Davy Janssens, Tom Bellemans, Ansar-Ul-Haque Yasar, Geert Wets
2014 Procedia Computer Science  
The Janus multi-agent platform is used. Future research will mainly focus on the development of behaviorally sound negotiation mechanism.  ...  The result of the negotiation depends on "negotiation mechanism" used to match and on the behavior of the agents involved in the negotiation process.  ...  Acknowledgements The research leading to these results has received funding from the European Union Seventh Framework Programme (FP7/2007-2013) under grant agreement nr 270833.  ... 
doi:10.1016/j.procs.2014.08.059 fatcat:dkugphfltfeclhxctcpwabgzla

Multi-agent simulation of individual mobility behavior in carpooling

Stéphane Galland, Luk Knapen, Ansar-Ul-Haque Yasar, Nicolas Gaud, Davy Janssens, Olivier Lamotte, Abderrafiaa Koukam, Geert Wets
2014 Transportation Research Part C: Emerging Technologies  
We developed a prototype of our agent-based carpooling application based on the work presented in this paper and carried out a validation study of our results with real data collected in Flanders, Belgium  ...  The procedure of carpooling consists of a number of steps namely; (i) create a motive to carpool, (ii) communicate this motive with other agents, (iii) negotiate a plan with the interested agents, (iv)  ...  The contribution of this paper is the design and the implementation of an agent-based model upon the JANUS multi-agent platform.  ... 
doi:10.1016/j.trc.2013.12.012 fatcat:vqg7wbtmfzh4retfirvvlyj2si

Agent-based Simulation Model for Long-term Carpooling: Effect of Activity Planning Constraints

Iftikhar Hussain, Luk Knapen, Stephane Galland, Ansar-Ul-Haque Yasar, Tom Bellemans, Davy Janssens, Geert Wets
2015 Procedia Computer Science  
We carried out a validation study of our results with real data (partial) collected in Flanders, Belgium. Simulation results show the effect of constraining activities on the carpooling trips.  ...  This paper presents a conceptual design of an agent-based model (ABM) of a set of candidate carpoolers. A proof of concept implementation is presented.  ...  The Janus 11 , agent based platform is used; it provides an efficient implementation of organizational-based and agent-based concepts.  ... 
doi:10.1016/j.procs.2015.05.006 fatcat:zvmulxqabjgjxalbzokzdsh64a

Advanced underwater acoustic networking and cooperation of multiple marine robots

Vladimir Djapic, Wenjie Dong, Anthony Jones, Gianni Cario, Alessandro Casavola, Marco Lupia, Claudio Rosace, Petrika Gjanci, Roberto Petroccia, Chiara Petrioli, Daniele Spaccini, Domenico Tommaselli
2015 OCEANS 2015 - Genova  
This paper focuses on the first two components and addresses the integration of the third one.  ...  Robust and reliable distributed networking protocols have to be developed and implemented to enable an efficient sharing of data and control messages among heterogeneous surface and underwater platforms  ...  Several modules and drivers have been implemented in SUNSET enabling the interaction with multiple external real hardware and making transparent to the user the switch between simulation and real-life  ... 
doi:10.1109/oceans-genova.2015.7458713 fatcat:qxe34dkvjjdb5eh5kbpuhmujm4

Organizational-based model and agent-based simulation for long-term carpooling

Iftikhar Hussain, Luk Knapen, Stéphane Galland, Ansar-Ul-Haque Yasar, Tom Bellemans, Davy Janssens, Geert Wets
2016 Future generations computer systems  
The Janus (multi-agent) platform is used for simulating the interactions of autonomous individuals.  ...  This paper presents both the design of an organizational model that is mapped to an agent-based simulation model and a proof of concept implementation.  ...  The Janus (multi-agent) platform is used for simulating the interactions of autonomous individuals.  ... 
doi:10.1016/j.future.2016.02.019 fatcat:vmrmtar4kze3hnls6ooqlfugme

Toward a Reactive Agent Based Parking Assistance System

B. Dafflon, J. Contet, F. Gechter, P. Gruer
2012 2012 IEEE 24th International Conference on Tools with Artificial Intelligence  
This paper proposes a car park assistance based on the use of the multi-agent paradigm.  ...  This approach based on the transformation of vehicle perception into a virtual environment for agents and on the evaluation of agency properties.  ...  in [4] . 2) Janus: Janus 5 is a new multi-agent platform that was specifically designed to deal with the implementation and deployment of holonic and multi-agent systems [11] , [12] .  ... 
doi:10.1109/ictai.2012.74 dblp:conf/ictai/DafflonCGG12 fatcat:kb5zlnkb2zas7g6qsiyjbwjfbq

A game theoretic software framework for optimizing demand response

Wolfgang Lausenhammer, Dominik Engel, Robert Green
2015 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)  
This study proposes a fundamental, game theoretic software framework for DR simulation that is capable of investigating the effect of optimizing multiple electric appliances by utilizing game theoretic  ...  Demand response (DR) is a crucial and necessary aspect of the smart grid, particularly when considering the optimization of both, power consumption and generation.  ...  A comparison between the Java-based multi-agent simulation platforms JADE, Janus, Jason and JIAC resulted in JIAC as the winner.  ... 
doi:10.1109/isgt.2015.7131861 dblp:conf/isgt/LausenhammerEG15 fatcat:fzhblxc2sjgsvf7mrxjc4v77te

An Organizational-Based Model and Agent-Based Simulation for Co-Traveling at an Aggregate Level

Iftikhar Hussain, Muhammad Khan, Syed Baqueri, Syyed Shah, Muhammad Bashir, Mudasser Khan, Israr Khan
2017 Applied Sciences  
For implementation, the Janus (http://www.janus-project.org/Home) [5], multi-agent based platform is used which offers an efficient implementation of agent-based and organizational-based concepts.  ...  The model is interpreted using an agent-based simulation to analyze several effects of agents' interaction and behavior adaptations.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/app7121221 fatcat:56ctegpgwfg6xebn3irbx6wioy

Utilizing capabilities of plug in electric vehicles with a new demand response optimization software framework: Okeanos

Wolfgang Lausenhammer, Dominik Engel, Robert Green
2016 International Journal of Electrical Power & Energy Systems  
Even though, there are some DR simulation platforms available, none makes use of game theory.  ...  This paper proposes Okeanos, a fundamental, game theoretic, Java-based, multi-agent software framework for DR simulation that allows an evaluation of real-world use cases.  ...  Further, thanks belong to the Austrian Marshall Plan Foundation and The Chamber of Labour which have partly funded the research on this paper.  ... 
doi:10.1016/j.ijepes.2015.08.014 fatcat:ae3h6irzkrf35jklrtjrycmuqq

JANUS: A Framework for Distributed Management of Wireless Mesh Networks

Roberto Riggio, Nicola Scalabrino, Daniele Miorandi, Imrich Chlamtac
2007 2007 3rd International Conference on Testbeds and Research Infrastructure for the Development of Networks and Communities  
We describe the JANUS architecture, present a possible implementation based on opensource software and report some experimental measurements carried out on a small-scale testbed.  ...  In this work, we propose JANUS, a novel framework for distributed monitoring of WMNs.  ...  JANUS Agent Each node participating the WMN runs an instance of the JANUS Agent. The Agent is implemented in the form of a software process waiting for incoming connection on the port 1167.  ... 
doi:10.1109/tridentcom.2007.4444703 dblp:conf/tridentcom/RiggioSMC07 fatcat:uricscarofdrneh5hpzzzryxji

Organizational and Holonic Modelling of a Simulated and Synthetic Spatial Environment [chapter]

Stéphane Galland, Nicolas Gaud
2015 Lecture Notes in Computer Science  
The major contributions of this paper are the agentization of the environment model to support multilevel simulation, and the definition of energy-based indicators to control the execution of the model  ...  This paper presents a holonic model -hierarchy of agents -of a simulated physical environment for the simulation of crowds in virtual 3D buildings.  ...  Acknowledgments The airport screenshots were produced, in conjunction with the platform Janus 8 , by the commercial tool Simulate of the Voxelia SAS 9 company, France.  ... 
doi:10.1007/978-3-319-23850-0_10 fatcat:64kav3w6lndizn26rwcgcuqrzu

Open Traffic: A Toolbox for Traffic Research

G. Tamminga, P. Knoppers, J.W.C. van Lint
2014 Procedia Computer Science  
Also, the possibilities and requirements to adhere Open Traffic to agent based modelling approaches are explored.  ...  In this article we present the high level architecture of Open Traffic, its current status, and a first application with the implementation of the micro simulation model MOTUS.  ...  Acknowledgements The work presented in this article is partly supported by the Dutch Foundation of Scientific Research MaGWnow under the research program "Traffic and Travel Behavior in case of Exceptional  ... 
doi:10.1016/j.procs.2014.05.492 fatcat:t4etajvrdje73cudhbniepidom

Software-in-Loop Simulation Environment for Electromagnetic Underwater Wireless Sensor Networks over STANAG 5066 Protocol

Victor Alonso-Eugenio, Victor Guerra, Santiago Zazo, Ivan Perez-Alvarez
2020 Electronics  
In this work, the development of a software-in-loop platform to carry out Underwater Wireless Sensor Network (UWSN) simulations using a real-time STANAG 5066 stack is presented.  ...  The main objective of this work was to assess the suitability of this software-in-loop approach for carrying out realistic UWSN simulations.  ...  Their approach proposed the use of an agent-based architecture for implementing protocol stacks.  ... 
doi:10.3390/electronics9101611 fatcat:erepva4mhbe75d6f5lpdp2ujuu
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