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UML for Behavior-Oriented Multi-agent Simulations [chapter]

Christoph Oechslein, Franziska Klügl, Rainer Herrler, Frank Puppe
2002 Lecture Notes in Computer Science  
In this paper we show how UML can be used to specify behavior-oriented multi-agent models.  ...  Developing multi-agent simulations seems to be rather straight forward, as active entities in the original correspond to active agents in the model.  ...  Behavior-Oriented Multi-Agent Simulation A multi-agent model in general can be seen as a simulated multi-agent system that exists in a simulated environment [2] .  ... 
doi:10.1007/3-540-45941-3_23 fatcat:7obsqavknvhfpgcz2kdgpgujhm

Enhancement of Development Technologies for Agent-Based Software Engineering [chapter]

Andre Karpištšenko
2006 Lecture Notes in Computer Science  
This paper gives an overview of a doctoral work, where an effort is made to integrate the existing and emerging tools for providing a development platform for time-aware multi-agent systems.  ...  However, the modeling tools provide insufficient support for effective specification and implementation of such systems.  ...  The explicit contributions of the doctoral work are expected to be: the integration of RT-UML and AUML profiles for TA-MAS modeling; prototype language based on MPS for code generation of TA-MAS.  ... 
doi:10.1007/11663430_38 fatcat:tw4vccs4i5ainml3zsdyvgpfqa

Multi Agent Based Software Engineering Models : A Review

Okoye C. I
2017 International Journal of Software Engineering & Applications  
This paper critically examined nine different software models for modeling / developing multi-agent based systems.  ...  contained in other agent oriented methodologies like CoMoMas, MASE, GAIA, Prometheus, HIM, MASim and Tropos.  ...  The AUML is an extension of UML for modeling multi-agent based application behaviors. 2 MASE 1. MASE methodology is fully multi-agent based. 1.  ... 
doi:10.5121/ijsea.2017.8209 fatcat:2zpbbcet5zht3izcb7jgyu6nja

A Petri Net Based Multi-Agent System Behavioral Testing

Belkacem Athamena, Zina Houhamdi
2012 Modern Applied Science  
Then a Petri Net (PN) diagram is generated from the UML models to simulate the behavior of the MAS system.  ...  It specifies a testing process that complements Multi-agent Systems Engineering (MaSE) methodology and strengthens the mutual relationship between UML and MAS.  ...  UML The Unified Modeling Language (UML) is an OMG standard language for modeling object-oriented systems.  ... 
doi:10.5539/mas.v6n3p46 fatcat:sd7p5nlprff2tmsb6frlnaer4m

AGENT-BASED WHEAT SIMULATION MODEL COOPERATION RESEARCH [chapter]

Shengping Liu, Yeping Zhu
2009 IFIP Advances in Information and Communication Technology  
Due to the interactions among the agents, multi-agent problem complexity can rise rapidly with the number of agents or their behavioral sophistication.  ...  This paper propose a kind of agent-based cooperation design thought and the realization for wheat simulation model, hangs together the growth model and knowledge model of wheat, realize organic coupling  ...  It discusses integration mechanism for crop growth simulation model and knowledge model under Multi-Agent environment, pointing out crop management cooperation decision system based on Agent UML, analyzing  ... 
doi:10.1007/978-1-4419-0211-5_56 fatcat:3rtdh7mx2fhbzfao2g5tbylyxi

From Simulated to Real Environments: How to Use SeSAm for Software Development [chapter]

Franziska Klügl, Rainer Herrler, Christoph Oechslein
2003 Lecture Notes in Computer Science  
Therefore we present the integrated environment SeSAm and recent extensions, that allow creating simulated environments for agent based software as well as actually developing and deploying software agents  ...  In this paper we want to show the possibilities to use agentbased modeling and simulation for software development.  ...  The authors would like to thank Alexander Huber and his students from the TU Erlangen for their implementation of the database interface.  ... 
doi:10.1007/978-3-540-39869-1_2 fatcat:zk6o7yayprgqpghl3xhfbeieye

A PETRI NET BASED AGENT BEHAVIORAL TESTING

K.
2012 American Journal of Applied Sciences  
Petri Net (PN) diagram is generated from the UML models to simulate the behavior of an agent.  ...  We introduce a formal approach for agent design testing.  ...  INTRODUCTION The growing requests for Multi-Agent Systems (MAS) in the software application have led to the elaboration of various Agent Oriented Software Engineering (AOSE) methodologies to support the  ... 
doi:10.3844/ajassp.2012.1876.1883 fatcat:qwheizl4u5etda5qad5rvtk2ye

A Study of Tools Used in Implement Agent Oriented Software Engineering
english

Aanchal Bawa, Varinder Kaur Attri
2015 International Journal of Innovative Research in Computer and Communication Engineering  
Agent oriented software engineering is a field which deals with agents and multi agents.  ...  Although methodologies have their tools but still there exists various shortcomings to show the exact behavior of the agent.  ...  [4] v. eCAT: It supports a goal oriented approach which is used for automatic testing of MAS. [5] B. Multi agent Systems Engineering (MaSE) It was proposed by Deloach.  ... 
doi:10.15680/ijircce.2015.0305040 fatcat:qz7aifcnxrbbpku564qbojfhfi

Tools for Self-Organizing Applications Engineering [chapter]

Carole Bernon, Valérie Camps, Marie-Pierre Gleizes, Gauthier Picard
2004 Lecture Notes in Computer Science  
It is based on the AMAS theory (Adaptive Multi-Agent Systems) and the emergence concept.  ...  This paper focuses on three tools of the methodology associated with the process and the UML/AUML notations.  ...  ., for their customization of OpenTool, ARTAL technologies Ltd., for their help on the ETTO application design, and the IRIT software engineering team, for their help and work concerning UML and SPEM.  ... 
doi:10.1007/978-3-540-24701-2_19 fatcat:xl5xub6i3fejdcqixqbjo77cj4

Maintenance Chain Integration Using Petri-Net Enabled Multiagent System Modeling and Implementation Approach

Amy J. C. Trappey, David W. Hsiao, Lin Ma
2011 IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)  
Meanwhile, to realize the automation of communication and negotiation among organizations, multi-agent system (MAS) technique is applied to enhance the entire service level.  ...  The major contributions of this research include developing a Petri-net enabled Prometheus 2 MAS modeling methodology and constructing a collaborative agent-based maintenance chain framework for integrated  ...  This section will discuss current multi-agent system modeling methodologies, including Gaia, Role Oriented Analysis and Design for Multi-Agent Programming (ROADMAP), Tropos, Multiagent Systems Engineering  ... 
doi:10.1109/tsmcc.2010.2057425 fatcat:haodh6seezc4vpl7wwlp3gbjha

Development of Multi-Agent Control Systems using UML/SysML [chapter]

Iskra Antonova, Idilia Batchkov
2011 Multi-Agent Systems - Modeling, Control, Programming, Simulations and Applications  
Multi-Agent Systems -Modeling, Control, Programming, Simulations and Applications 68 The approach presented in this chapter aims to extend UML for development of multi-agent control systems based on its  ...  From a software point of view, agent-based systems can be regarded as a specialization of object-oriented systems but UML does not provide enough means for capturing all agents related modeling aspects  ...  of Multi-Agent Control Systems using UML/SysML Multi-Agent Systems -Modeling, Control, Programming, Simulations and Applications www.intechopen.com  ... 
doi:10.5772/14602 fatcat:g35bvuhxpfaprgmj5uwaxbel7i

A Tool for Specifying and Validating Agents' Interaction Protocols: From Agent UML to Maude

Farid Mokhati, Brahim Sahraoui, Soufiane Bouzaher, Mohamed Tahar Kimour
2010 Journal of Object Technology  
Based on rewriting logic, the formal and object-oriented language Maude offers an interesting way for concurrent systems formal specification and programming.  ...  To achieve the multi-agent systems' goals, agents interact to exchange information, to cooperate and to coordinate their tasks.  ...  Agent UML is one among the modeling languages in multi-agent systems area. It offers several diagrams allowing describing interactions between agents.  ... 
doi:10.5381/jot.2010.9.3.a2 fatcat:ra7wzyse4rfbrmiyumcasdm2hm

Early performance prediction of web services

Ch Ram Mohan Reddy, Evangelin Geetha, Srinivasa, Suresh Kumar, Rajani Kanth
2011 International Journal on Web Service Computing  
We obtain the Performance metrics by simulating the web services model using a simulation tool Simulation of Multi-Tier Queuing Architecture. We have identified the bottle neck resources.  ...  SMTQA (Simulation of Multi-tiered Queuing Applications) is a process-oriented simulation tool, developed for the performance evaluation of software that follows multi-tier architecture [11] .  ...  Trace-driven simulation uses captured or unnaturally generated trace files as input and simulates their timing behavior on a modeled system.  ... 
doi:10.5121/ijwsc.2011.2303 fatcat:6ll44oimonaw7noan6p2s4jwca

EARLY PERFORMANCE PREDICTION OF WEB SERVICES

Ch Ram Mohan Reddy, D Evangelin Geetha, KG Srinivasa, T V Suresh Kumar, K Rajani Kanth
2011 Zenodo  
We obtain the Performance metrics by simulating the web services model using a simulation tool Simulation of Multi-Tier Queuing Architecture. We have identified the bottle neck resources.  ...  SMTQA (Simulation of Multi-tiered Queuing Applications) is a process-oriented simulation tool, developed for the performance evaluation of software that follows multi-tier architecture [11] .  ...  Trace-driven simulation uses captured or unnaturally generated trace files as input and simulates their timing behavior on a modeled system.  ... 
doi:10.5281/zenodo.3374459 fatcat:niep6syqu5elpjj33ennswja5y

A Framework for the Manifestation of Tacit Critical Infrastructure Knowledge [chapter]

Ebrahim Bagheri, Ali A. Ghorbani
2010 Sustainable and Resilient Critical Infrastructure Systems  
formal profiling of infrastructure systems using the UML-CI meta-modeling mechanism, and also observing the emergent behavior of these complex systems through the application of the agent-based AIMS simulation  ...  Critical infrastructure systems are tightly-coupled socio-technical systems with complicated behavior.  ...  Given these important issues relevant to the multi-agent design for critical infrastructure behavior analysis, we have designed an Agent-based Interdependency Simulation Suite (AIMS) that supports for  ... 
doi:10.1007/978-3-642-11405-2_5 fatcat:m3kqt5slxbfhtfya7py267toqe
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