From the Publisher: Although twenty-five years have passed since the first edition of this classical text, the world has seen many advances in modeling and simulation, the need for a widely accepted framework and theoretical foundation is even more necessary today. Methods of modeling and simulation are fragmented across disciplines making it difficult to re-use ideas from other disciplines and work collaboratively in multidisciplinary teams. Model building and simulation has been made easier and faster by riding piggyback on advances in software and hardware. However, difficult and fundamental issues such as model credibility and interoperation have received less attention. These issues are now front and center under the impetus of the High Level Architecture (HLA) standard mandated by the U.S. DoD for all contractors and agencies. This book concentrates on integrating the continuous and discrete paradigms for modeling and simulation. A second major theme is that of distributed simulation and its potential to support the co-existence of multiple formalisms in multiple model components. Prominent throughout are the fundamental concepts of modular and hierarchical model composition. This edition presents a rigorous mathematical foundation for modeling and simulation. Also, it now provides a comprehensive framework for integrating the various simulation approaches employed in practice. Including such popular modeling methods as cellular automata, chaotic systems, hierarchical block diagrams, and Petri nets. A unifying concept, called the DEVS Bus, enables models, as expressed in their native formalisms, to be transparently mapped into the Discrete Event System Specification (DEVS). The book shows how to construct computationally efficient, object-oriented simulations of DEVS models on parallel and distributed environments. If you are doing integrative simulations, whether or not they are HLA compliant, this is the only book available to provide the foundation to understand, simplify and successfully accomplish your task. Herbert Praehofer is an Assistant Professor at the Johannes Kepler University in Linz, Austria. He has over 50 publications in international journals and conference proceedings on Modeling and Computer Simulation, Systems Theory, and Software Engineering. Tag Gon Kim is a Professor of Electrical Engineering at the Korea Advanced Institutes of Science and Technology (KAIST), Taejon, Korea. His research interests include discrete event systems modelingsimulation, computercommunication systems analysis, and object-oriented simulation engineering. He is a senior member of IEEE and SCS, and a member of ACM. * Provides a comprehensive framework for continuous and discrete event modeling and simulation * Explores the mathematical foundation of simulation modeling * Discusses system morphisms for model abstraction and simplification * Presents a new approach to discrete event simulation of continuous processes * Includes parallel and distributed simulation of discrete event models * Presentation of a concept to achieve simulator interoperability in the form of the DEVS-Bus * Complete coverage necessary for compliance with High Level Architecture (HLA) standards Bernard P Zeigler, is a Professor of Electrical & Computer Engineering at the University of Arizona and heads the Artificial Intelligence Simulation Research Group. He is the author of numerous books and publications, and he is the Editor-in-Chief of the Transactions of the Society for Computer Simulation International.
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- Jung C, Yun W and Lee T New insights on river crossing operation using rafts by modeling and simulation (WIP) Proceedings of the 2014 Summer Simulation Multiconference, (1-7)
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- FIshwick P Computing as model-based empirical science Proceedings of the 2nd ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, (205-212)
- Greiner R, Puig J, Huchery C, Collier N and Garnett S (2014). Scenario modelling to support industry strategic planning and decision making, Environmental Modelling & Software, 55:C, (120-131), Online publication date: 1-May-2014.
- Zhang M and Verbraeck A A composable PRS-based agent meta-model for multi-agent simulation using the DEVS framework Proceedings of the 2014 Symposium on Agent Directed Simulation, (1-8)
- Wang S and Traoré M DEVS-based case management (wip) Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-7)
- Mancini A, Barioni L, Lima H, Santos J, Silva R, Santos E and Dias F A compact and flexible C++ framework to support modular development of hierarchical dynamic systems simulators (wip) Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-6)
- Jafer S and Mi W Simulation of aircraft boarding strategies with discrete-event cellular DEVS Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-8)
- Van Schyndel M and Wainer G Advanced computational fluid dynamic solver based on cell-DEVS Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-8)
- Mittal S and Zeigler B Modeling attention switching in resource-constrained complex intelligent dynamical systems (RCIDS) Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-10)
- Hwang M Taxonomy of DEVS variants Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-6)
- Giambiasi N and Frydman C Timed synchronizing sequences Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-7)
- Bazoun H, Bouanan Y, Zacharewicz G, Ducq Y and Boye H Business process simulation Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-7)
- Franceschini R, Bisgambiglia P, Bisgambiglia P and Hill D DEVS-ruby Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-6)
- Van Tendeloo Y and Vangheluwe H The modular architecture of the python(P)DEVS simulation kernel Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-6)
- Vangheluwe H, Denil J, Mustafiz S, Riegelhaupt D and Van Mierlo S Explicit modelling of a CBD experimentation environment Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-8)
- Ha S, Ku N, Roh M, Kim K, Ham S, Li X, Hong J and Lee H DEVS-based scenario manager of multibody dynamics simulator for shipbuilding production process (WIP) Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-6)
- Kwak M and Seo C A study on effective operations of sound underwater signal using DEVS modeling and simulation (WIP) Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-6)
- Seo C, Kang W, Zeigler B and Kim D Expanding DEVS and SES applicability Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-8)
- Poggi B, Santucci J and Antoine-Santoni T Optimization based on dynamic and hybrid metaheuristics via DEVS simulation Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative, (1-9)
- Yoon J and Lee H Nondeterministic and elapsed-time-sensitive DEVS Proceedings of the 2014 SpringSim Poster Session, (1-2)
- Adegoke A and Traoré M Consideration for M&S in Africa Proceedings of the 2014 SpringSim Poster Session, (1-2)
- Wang S and Traoré M A system-theoretic approach to case management Proceedings of the 2014 SpringSim Poster Session, (1-2)
- Adegoke A and Traoré M System of systems based approaches to global simulation in Africa Proceedings of the 2014 Annual Simulation Symposium, (1-8)
- Bursi F, Ferrara A, Grassi A and Ronzoni C On the generalization of continuous-time stochastic processes simulation for industrial production modeling Proceedings of the 2014 Annual Simulation Symposium, (1-8)
- Winfrey C, Baldwin B, Cummings M and Ghosh P OSM Proceedings of the 2014 Annual Simulation Symposium, (1-8)
- Petty M, Kim J, Barbosa S and Pyun J (2014). Software frameworks for model composition, Modelling and Simulation in Engineering, 2014, (4-4), Online publication date: 1-Jan-2014.
- Labban R, AbouRizk S, Haddad Z and Elsersy A A discrete event simulation model of asphalt paving operations Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (3215-3224)
- Wainer G, Tavanpour M and Broutin E Application of the DEVS and Cell-DEVS formalisms for modeling networking applications Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (2923-2934)
- Kang B and Kim T Reconfigurable C3 simulation framework Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (2819-2830)
- Lee S, Wysk R and Shin D Formal models for alternative representations of manufacturing systems of systems Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (2698-2709)
- Xue H and Hu X An effective proposal distribution for sequential Monte Carlo methods-based wildfire data assimilation Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (1938-1949)
- Greenwood A, Pawlewski P and Bocewicz G A conceptual design tool to facilitate simulation model development Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (1292-1303)
- Moon I and Hong J Theoretic interplay between abstraction, resolution, and fidelity in model information Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (1283-1291)
- Bair L and Tolk A Towards a unified theory of validation Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (1245-1256)
- Wang Z Selecting verification and validation techniques for simulation projects Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (1233-1244)
- Mittal S and Martín J Model-driven systems engineering for netcentric system of systems with DEVS unified process Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (1140-1151)
- Sarjoughian H, Gholami S and Jackson T Interacting real-time simulation models and reactive computational-physical systems Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (1120-1131)
- Sargent R An introduction to verification and validation of simulation models Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (321-327)
- Bisgambiglia P, Franceschini R, Chatelon F, Rossi J and Bisgambiglia P Discrete event formalism to calculate acceptable safety distance Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (217-228)
- Capocchi L and Santucci J Discrete optimization via simulation of catchment basin management within the DEVSimPy framework Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (205-216)
- Hu Y, Xiao J, Zhao H and Rong G DEVSMO Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (4002-4003)
- Lee H and Kim H Size measurement of DEVS models for SBA effectiveness evaluation Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (4000-4001)
- Lee H Elapsed-time-sensitive DEVS for model checking Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (3998-3999)
- Persson F, Erlandsson D, Larsson A and Johansson M Solving location problems with simulation modelling Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, (3363-3374)
- Van Tendeloo Y and Vangheluwe H Logisim to DEVS Translation Proceedings of the 2013 IEEE/ACM 17th International Symposium on Distributed Simulation and Real Time Applications, (13-20)
- Duvenhage B, Bouatouch K and Kourie D Numerical verification of bidirectional reflectance distribution functions for physical plausibility Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference, (200-208)
- Assar R and Sherman D (2013). Implementing biological hybrid systems, Applied Mathematics and Computation, 223, (167-179), Online publication date: 1-Oct-2013.
- Bogado V, Gonnet S and Leone H Toward an Integrated Quality Evaluation of Web Applications with DEVS Revised Selected Papers of the ICWE 2013 International Workshops on Current Trends in Web Engineering - Volume 8295, (79-91)
- Kwon S, Sung C, Song H and Kim T Integrated hybrid systems modeling and simulation methodology based on HDEVS formalism Proceedings of the 2013 Summer Computer Simulation Conference, (1-8)
- Jeffery A, Panke J, Eaket N and Wainer G Mobile simulation with applications for serious gaming Proceedings of the 2013 Summer Computer Simulation Conference, (1-8)
- Mustafiz S and Vangheluwe H Explicit modelling of statechart simulation environments Proceedings of the 2013 Summer Computer Simulation Conference, (1-8)
- El-Shabani M, Moallemi M and Wainer G Cellular simulation of asymmetric energy requirements in wireless sensor networks Proceedings of the 2013 Summer Computer Simulation Conference, (1-7)
- Tzanev A (2013). Modeling and Simulation of Systems of Systems – a Survey, Cybernetics and Information Technologies, 13:2, (3-36), Online publication date: 1-Jun-2013.
- Hamri M, Messouci R and Frydman C Discrete event design patterns. Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, (349-354)
- Capocchi L, Santucci J and Ville T Software test automation using DEVSimPy environment Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, (343-348)
- Farrell R, Moallemi M, Wang S, Xiang W and Wainer G Modeling and simulation of crowd using cellular discrete event systems theory Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, (159-168)
- Clarkson E, Hurt J, Zutty J, Skeels C, Parise B and Rohling G Supporting robust system analysis with the test matrix tool framework Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, (23-34)
- Lee H, Chun I and Kim W DEV&DESS-based cyber-physical systems modeling language with uncertainty consideration Proceedings of the 2013 Spring Simulation Multiconference Poster Session, (1-2)
- Gunay H, O'Brien L, Goldstein R, Breslav S and Khan A Development of discrete event system specification (DEVS) building performance models for building energy design Proceedings of the Symposium on Simulation for Architecture & Urban Design, (1-9)
- Breslav S, Goldstein R, Doherty B, Rumery D and Khan A Simulating the sensing of building occupancy Proceedings of the Symposium on Simulation for Architecture & Urban Design, (1-8)
- Freire V, Wang S and Wainer G Visualization in 3ds max for cell-DEVS models based on building information modeling Proceedings of the Symposium on Simulation for Architecture & Urban Design, (1-8)
- Wang S, Wainer G, Goldstein R and Khan A Solutions for scalability in building information modeling and simulation-based design Proceedings of the Symposium on Simulation for Architecture & Urban Design, (1-8)
- Moallemi M, Wainer G, Jafer S, Boudreau G and Casselman R Simulation of mobile networks using discrete event system specification theory Proceedings of the 16th Communications & Networking Symposium, (1-8)
- Kim B, Choi C and Kim T Multifaceted modeling and simulation framework for system of systems using HLA/RTI Proceedings of the 16th Communications & Networking Symposium, (1-7)
- Seo C, Zeigler B, Coop R and Kim D DEVS modeling and simulation methodology with MS4 Me software tool Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, (1-8)
- Bisgambiglia P, Bisgambiglia P and Franceschini R Agent-oriented approach based on discrete event systems (WIP) Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, (1-6)
- Wang S, Wainer G, Rajus V and Woodbury R Occupancy analysis using building information modeling and cell-DEVS simulation Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, (1-8)
- Hwang M Revisit of system variable trajectories (WIP) Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, (1-6)
- Bazoun H, Zacharewicz G, Ducq Y and Boye H Transformation of extended actigram star to BPMN2.0 and simulation model in the frame of model driven service engineering architecture Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, (1-8)
- Gholami S and Sarjoughian H Observations on real-time simulation design and experimentation Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, (1-8)
- Goldstein R, Breslav S and Khan A Informal DEVS conventions motivated by practical considerations (WIP) Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, (1-6)
- Prähofer H Towards a theory of interface-based design of hierarchical reactive systems Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, (1-8)
- Zengin A, Sarjoughian H and Ekiz H (2013). Discrete event modeling of swarm intelligence based routing in network systems, Information Sciences: an International Journal, 222, (81-98), Online publication date: 1-Feb-2013.
- Nutaro J, Allgood G, Kuruganti T and Highfill D Using simulation to engineer cybersecurity requirements Proceedings of the Eighth Annual Cyber Security and Information Intelligence Research Workshop, (1-4)
- Bergez J, Chabrier P, Gary C, Jeuffroy M, Makowski D, Quesnel G, Ramat E, Raynal H, Rousse N, Wallach D, Debaeke P, Durand P, Duru M, Dury J, Faverdin P, Gascuel-Odoux C and Garcia F (2013). An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems, Environmental Modelling & Software, 39:C, (39-49), Online publication date: 1-Jan-2013.
- Hamri M and Zacharewicz G Automatic generation of object-oriented code from DEVS graphical specifications Proceedings of the Winter Simulation Conference, (1-12)
- Kim J and Kim H A modeling methodology for cyber-security simulation Proceedings of the Winter Simulation Conference, (1-2)
- Halim R, Tavasszy L and Seck M Modeling the global freight transportation system Proceedings of the Winter Simulation Conference, (1-13)
- Dalle O On reproducibility and traceability of simulations Proceedings of the Winter Simulation Conference, (1-12)
- Tolk A, Diallo S and Padilla J Semiotics, entropy, and interoperability of simulation systems Proceedings of the Winter Simulation Conference, (1-12)
- Bonté B, Müller J and Duboz R Modeling the Minsky triad Proceedings of the Winter Simulation Conference, (1-12)
- Steiniger A, Krüger F and Uhrmacher A Modeling agents and their environment in multi-level-DEVS Proceedings of the Winter Simulation Conference, (1-12)
- Taylor S, Fujimoto R, Page E, Fishwick P, Uhrmacher A and Wainer G Panel on grand challenges for modeling and simulation Proceedings of the Winter Simulation Conference, (1-15)
- Schütte S and Sonnenschein M Mosaik Proceedings of the Winter Simulation Conference, (1-12)
- Karkula M and Bukowski L Computational intelligence methods Proceedings of the Winter Simulation Conference, (1-12)
- Wang S, Van Schyndel M, Wainer G, Rajus V and Woodbury R Devs-based building information modeling and simulation for emergency evacuation Proceedings of the Winter Simulation Conference, (1-12)
- Wainer G Advanced spatial systems with cellular discrete-event modeling and simulation Proceedings of the Winter Simulation Conference, (1-15)
- Son M and Kim T (2012). Maneuvering control simulation of underwater vehicle based on combined discrete-event and discrete-time modeling, Expert Systems with Applications: An International Journal, 39:17, (12992-13008), Online publication date: 1-Dec-2012.
- Xue H, Gu F and Hu X (2012). Data assimilation using sequential monte carlo methods in wildfire spread simulation, ACM Transactions on Modeling and Computer Simulation, 22:4, (1-25), Online publication date: 1-Nov-2012.
- Lugato D, Palyart M and Engelvin C Domain specific modeling for operations research simulation in a large industrial context Proceedings of the 2012 workshop on Domain-specific modeling, (19-24)
- Broman D, Lee E, Tripakis S and Törngren M Viewpoints, formalisms, languages, and tools for cyber-physical systems Proceedings of the 6th International Workshop on Multi-Paradigm Modeling, (49-54)
- Lengyel L and Mezei G Model-driven paradigms Proceedings of the 8th edition of the Educators' Symposium, (13-20)
- Krüger F, Steiniger A, Bader S and Kirste T Evaluating the robustness of activity recognition using computational causal behavior models Proceedings of the 2012 ACM Conference on Ubiquitous Computing, (1066-1074)
- Guo G, Chen B, Qiu X and Li Z Parallel Simulation of Large-Scale Artificial Society on CPU/GPU Mixed Architecture Proceedings of the 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation, (174-177)
- Kunz G, Schemmel D, Gross J and Wehrle K Multi-level Parallelism for Time- and Cost-Efficient Parallel Discrete Event Simulation on GPUs Proceedings of the 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation, (23-32)
- Xue H and Hu X Exploiting Sensor Spatial Correlation for Dynamic Data Driven Simulation of Wildfire Proceedings of the 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation, (243-249)
- Son M and Kim T (2012). Torpedo evasion simulation of underwater vehicle using fuzzy-logic-based tactical decision making in script tactics manager, Expert Systems with Applications: An International Journal, 39:9, (7995-8012), Online publication date: 1-Jul-2012.
- Biedermann A and Huss S Hardware virtualization-driven software task switching in reconfigurable multi-processor system-on-chip architectures Proceedings of the 15th International Workshop on Software and Compilers for Embedded Systems, (32-41)
- Ribault J and Wainer G Simulation Processes in the Cloud for Emergency Planning Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012), (886-891)
- Alix T and Zacharewicz G (2012). Product-service systems scenarios simulation based on G-DEVS/HLA, Computers in Industry, 63:4, (370-378), Online publication date: 1-May-2012.
- Wylie S, Heide J, Avci B, Vaccaro D, Ghica O and Trajcevski G Distributed data management for large-scale wireless sensor networks simulations Proceedings of the 15th International Conference on Extending Database Technology, (626-629)
- Sarjoughian H, Muqsith M, Huang D and Yau S Validation of service oriented computing DEVS simulation models Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Seo C and Zeigler B Simulation model standardization through web services Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Hwang M Qualitative verification of finite and real-time DEVS networks Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Faucher C, Zacharewicz G, Hamri A and Frydman C PSYOPS and CIMIC operations Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Honig H and Seck M ΦDEVS Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Guo S, Hu X and Wang X On time granularity and event granularity in simulation service composition (WIP) Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-6)
- Morris H and Wainer G Music generation using cellular models Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Barros F Modeling and simulation of mobile phones using dynamic topologies Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Castro R, Ramello I, Bonaventura M and Wainer G M&S-based design of embedded controllers on network processors Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Garzon S and Hritsevskyy D Model-based generation of scenario-specific event sequences for the simulation of recurrent user behavior within context-aware applications (WIP) Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-6)
- Cetinkaya D, Verbraeck A and Seck M Model transformation from BPMN to DEVS in the MDD4MS framework Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-6)
- Ha S, Ku N and Lee K Lattice Boltzmann approach to acoustic propagation for underwater warfare simulation Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-9)
- Saadawi H and Wainer G On the verification of hybrid DEVS models Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Zeigler B, Nutaro J, Seo C, Hall S, Clark P, Rilee M, Bailin S, Speller T and Powell W Frontier modeling support environment Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-11)
- Tekinay C, Seck M and Verbraeck A Exploring multi-level model dynamics Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-6)
- Sarjoughian H and Markid A EMF-DEVS modeling Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Park D and Kim T Discrete-event system-on-a-chip with universal event tracer and floating-point synchronizer for interoperation of a DEVS simulator and an on-chip debugger Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Mittal S and Douglass S DEVSML 2.0 Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-12)
- Kang D, Kong J and Choi B DEVS modeling of urban traffic systems (WIP) Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-6)
- Kwon S and Kim T Design and implementation of event-based DEVS execution environment for faster execution of iterative simulation Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Koch M, Tolujew J and Schenk M Approaching complexity in modeling and simulation of logistics systems (WIP) Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-6)
- Hollmann D, Cristiá M and Frydman C Adapting model-based testing techniques to DEVS models validation Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Muzy A and Zeigler B Activity-based credit assignment (ACA) in hierarchical simulation Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-8)
- Kim J, Choi D, Kim H, Kim J and Kim W Abstracted CPS model Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium, (1-6)
- Seok M and Kim T Parallel discrete event simulation for DEVS cellular models using a GPU Proceedings of the 2012 Symposium on High Performance Computing, (1-7)
- Hassan B, Waßmann H, Klaas A and Keßler J Cascaded heterogeneous simulations for analysis of mechatronic systems in large scale transportation scenarios Proceedings of the 2012 Symposium on Emerging Applications of M&S in Industry and Academia Symposium, (1-8)
- Moallemi M and Wainer G Content-based image recognition using cellular discrete-event system specifications methodology Proceedings of the 45th Annual Simulation Symposium, (1-6)
- Gholami S and Sarjoughian H Real-time network-on-chip simulation modeling Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques, (103-112)
- Huang Y, Seck M and Verbraeck A From data to simulation models Proceedings of the Winter Simulation Conference, (3724-3734)
- Szabo C and Teo Y An approach to semantic-based model discovery and selection Proceedings of the Winter Simulation Conference, (3059-3071)
- Fumarola M, Kolfschoten G, Verbraeck A and Versteegt C Experimenting with the multiple worlds concept to support the design of automated container terminals Proceedings of the Winter Simulation Conference, (3030-3036)
- Tolk A, Balci O, Diallo S, Fishwick P, Hu X, Loper M, Petty M, Reynolds P, Sarjoughian H and Zeigler B Towards a methodological approach to identify future M&S standard needs Proceedings of the Winter Simulation Conference, (2980-2997)
- Muzy A and Hill D What is new with the activity world view in modeling and simulation? Proceedings of the Winter Simulation Conference, (2887-2899)
- van Krevelen R, Warnier M, Brazier F, Verbraeck A and Corsi T Transparency, consistency and modularity of strategic reasoning Proceedings of the Winter Simulation Conference, (1617-1628)
- Nader B, Filippi J and Bisgambiglia P An experimental frame for the simulation of forest fire spread Proceedings of the Winter Simulation Conference, (1010-1022)
- Zapatero M, Castro R, Wainer G and Houssein M Architecture for integrated modeling, simulation and visualization of environmental systems using GIS and cell-devs Proceedings of the Winter Simulation Conference, (997-1009)
- Zhang B, Chan W and Ukkusuri S Agent-based discrete-event hybrid space modeling approach for transportation evacuation simulation Proceedings of the Winter Simulation Conference, (199-209)
- Chen Q, Hsu M and Zhang B The fix-point method for discrete events simulation using SQL and UDF Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II, (162-170)
- Trandafir R and Resteanu C Study of human influenza's spreading phenomenon Proceedings of the 8th international conference on Large-Scale Scientific Computing, (480-486)
- Ahmed A, Moallemi M, Wainer G and Mahmoud S VCELL Proceedings of the 2011 Summer Computer Simulation Conference, (225-234)
- Li X, Lei Y, Vangheluwe H, Wang W and Li Q Towards a DSM-based framework for the development of complex simulation systems Proceedings of the 2011 Summer Computer Simulation Conference, (210-215)
- Barros F On the representation of spatially moving entities using time-variant topologies Proceedings of the 2011 Summer Computer Simulation Conference, (145-152)
- Cetinkaya D, Verbraeck A and Seck M MDD4MS Proceedings of the 2011 Summer Computer Simulation Conference, (113-121)
- Jafer S and Wainer G Conservative synchronization methods for parallel DEVS and Cell-DEVS Proceedings of the 2011 Summer Computer Simulation Conference, (60-67)
- Michaloski J, Shao G, Arinez J, Lyons K, Leong S and Riddick F Analysis of sustainable manufacturing using simulation for integration of production and building service Proceedings of the 2011 Symposium on Simulation for Architecture and Urban Design, (93-101)
- Diallo S, Herencia-Zapana H, Padilla J and Tolk A Understanding interoperability Proceedings of the 2011 Emerging M&S Applications in Industry and Academia Symposium, (84-91)
- Huang Y, Seck M and Verbraeck A A DEVS library for rail operations simulation Proceedings of the 2011 Emerging M&S Applications in Industry and Academia Symposium, (76-83)
- Sarjoughian H and Chen Y Standardizing DEVS models Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (266-273)
- Mittal S and Douglass S From domain specific languages to DEVS components Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (256-265)
- Dalle O and Ribault J Some desired features for the DEVS architecture description language Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (248-255)
- Touraille L, Traoré M and Hill D A model-driven software environment for modeling, simulation and analysis of complex systems Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (229-237)
- Edwards K and Wainer G GATLAS Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (213-220)
- Shaikh R and Vangheluwe H Transforming UML2.0 class diagrams and statecharts to atomic DEVS Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (205-212)
- Kwon K, Seo C and Zeigler B Automating DEVS over data distribution service for high performance and interoperability (Work-in-Progress) Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (199-204)
- Li X, Vangheluwe H, Lei Y, Song H and Wang W A testing framework for DEVS formalism implementations Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (183-188)
- Halim R The simulation-based multi-objective evolutionary optimization (SIMEON) framework (Work-in-Progress) Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (169-174)
- Hwang M Taxonomy of DEVS subclasses for standardization Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (152-159)
- Giambiasi N ISTSM Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (146-151)
- Ahmadinejad H, Refan F and Sarjoughian H NoC simulation modeling in DEVS-suite Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (134-139)
- Moallemi M, Jafer S, Ahmed A and Wainer G Interfacing DEVS and visualization models for emergency management Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (111-116)
- Jafer S and Wainer G A performance evaluation of the conservative DEVS protocol in parallel simulation of DEVS-based models Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (103-110)
- Moallemi M and Wainer G I-DEVS Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (95-102)
- McInnes A and Thorne B ScipySim Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, (89-94)
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- Kim J, Choi C, Moon I and Kim T DEVS-based doctrine validation of fleet anti-air defense Proceedings of the 2010 Spring Simulation Multiconference, (1-8)
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- Bisgambiglia P, De Gentili E, Bisgambiglia P and Santucci J iDEVS Proceedings of the 18th international conference on Fuzzy Systems, (300-307)
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- Sanz V, Jafer S, Wainer G, Nicolescu G, Urquia A and Dormido S Hybrid modeling of opto-electrical interfaces using DEVS and modelica Proceedings of the 2009 Spring Simulation Multiconference, (1-8)
- Santucci J and de Gentili E Dynamic variable structure modelling and simulation of the Claude Levi-Strauss's mythical thought morphodynamics Proceedings of the 2009 Spring Simulation Multiconference, (1-8)
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- El Ajaltouni E, Boukerche A and Zhang M A grid-based DEVS approach to dynamic load balancing for large scale distributed simulations Proceedings of the 2009 Spring Simulation Multiconference, (1-8)
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- Liu Q and Wainer G Lightweight Time Warp- A Novel Protocol for Parallel Optimistic Simulation of Large-Scale DEVS and Cell-DEVS Models Proceedings of the 2008 12th IEEE/ACM International Symposium on Distributed Simulation and Real-Time Applications, (131-138)
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- Jafer S, Wainer G, Bravo J and Dalle O Event behavior of discrete event simulations in CD++ vs. NS-2 Proceedings of the 2008 Spring simulation multiconference, (1-4)
- Moallemi M, Gutierrez-Alcaraz J and Wainer G ECD++ a DEVS based real-time simulator for embedded systems Proceedings of the 2008 Spring simulation multiconference, (1-4)
- Moallemi M and Wainer G Design of Persian tapestry in CD++ Proceedings of the 2008 Spring simulation multiconference, (1-4)
- Kidisyuk K and Wainer G CD++Modeler Proceedings of the 2008 Spring simulation multiconference, (1-4)
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- Cho D, Son M, Kang J, Lee S, Cha J, Yoo S, Lee H, Lee K, Kim T and Ko Y Analysis of a submarine's evasive capability against an antisubmarine warfare torpedo using DEVS modeling and simulation Proceedings of the 2007 spring simulation multiconference - Volume 2, (307-315)
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- Tártaro M, Torres C and Wainer G Roadways, vehicle, and traffic applications Proceedings of the 33nd conference on Winter simulation, (1056-1063)
- Lee S, Pritchett A and Goldsman D Hybrid agent-based simulation for analyzing the national airspace system Proceedings of the 33nd conference on Winter simulation, (1029-1036)
- Gehlsen B and Page B A framework for distributed simulation optimization Proceedings of the 33nd conference on Winter simulation, (508-514)
- Giambiasi N, Escude B and Ghosh S (2001). Generalized discrete event simulation of dynamic systems, Transactions of the Society for Computer Simulation International, 18:4, (216-229), Online publication date: 1-Dec-2001.
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- Nutaro J and Sarjoughian H Speedup of a sparse system simulation Proceedings of the fifteenth workshop on Parallel and distributed simulation, (193-199)
- Uhrmacher A and Kullick B "Plug and test" Proceedings of the 32nd conference on Winter simulation, (1722-1729)
- Clymer J Optimizing production work flow using OpEMCSS Proceedings of the 32nd conference on Winter simulation, (1305-1314)
- Caughlin D An integrated approach to verification, validation, and accredition of models and simulations Proceedings of the 32nd conference on Winter simulation, (872-881)
- Sarjoughian H and Zeigler B Models and representation of their ownership Proceedings of the 32nd conference on Winter simulation, (440-448)
- Davis P Dealing with complexity Proceedings of the 32nd conference on Winter simulation, (293-302)
- Zeigler B and Sarjoughian H Distributed simulation Proceedings of the 32nd conference on Winter simulation, (158-160)
- Uhrmacher A and Gugler K Distributed, parallel simulation of multiple, deliberative agents Proceedings of the fourteenth workshop on Parallel and distributed simulation, (101-108)
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