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An Overview of Agent-Based Models for Transport Simulation and Analysis

Jiangyan Huang, Youkai Cui, Lele Zhang, Weiping Tong, Yunyang Shi, Zhiyuan Liu, Peter J. Jin
2022 Journal of Advanced Transportation  
In conclusion, some recommendations are given and suggest potential and insightful directions such as Big Data and Digital Twin for future research.  ...  We clarify the agent-based model from agents, the background of development, and the basic structure applied in transport systems. Then, the agent-based transport modeling toolkits are discussed.  ...  In the traffic signal control optimization research field, agent-based technology can effectively handle multiple traffic signal systems.  ... 
doi:10.1155/2022/1252534 fatcat:udd6hggghjdudn4mvc3fgffliy

An agent-based approach equipped with game theory: Strategic collaboration among learning agents during a dynamic market change in the California electricity crisis

Toshiyuki Sueyoshi
2010 Energy Economics  
The strategic collaboration among traders is examined by a large simulator equipped with multiple learning capabilities.  ...  JEL classification: C45 C63 C73 Keywords: Agent-based approach Electricity market Partial reinforcement learning An agent-based approach is a numerical (computer-intensive) method to explore the complex  ...  (a) Type I: The first group consists of agents equipped with multiple learning capabilities.  ... 
doi:10.1016/j.eneco.2009.12.004 fatcat:q7d4g3onvzcp3oc52dgbavwxbm

Ontology Development and Agent Communication in Agent-Based Simulation of AGVS

V. R. Komma, P. K. Jain, N. K. Mehta
2012 International Journal of Simulation Modelling  
The domain-specific ontology is developed on Protégé, a leading frame-based ontology editor, and is further converted into JADE™ (Java Agent DEvelopment Framework) compliant java classes.  ...  Agentbased simulation model of a sample manufacturing system is built with ABSFSim and the working of the model is verified and validated by comparing the output with an equivalent model developed in ProModel  ...  The PMA hybrid contract-net protocol is useful for a part-agent to select simultaneously the best possible machine and AGV combination for performing the *represents multiple cardinality next stage operation  ... 
doi:10.2507/ijsimm11(4)1.193 fatcat:zbxlhc5uencmbhmlykvyfxen64

Adaptive Service Agreement and Process Management

B. Wu, J. Zhang, M. Chhetri, J. Lin, S.k. Goh, X.t. Nguyen, I. Mueller, E. Gomes, L. Zheng, J. Han, R. Kowalczyk
2006 2006 IEEE International Conference on Web Services (ICWS'06)  
The ASAPM project aims at developing new techniques, mechanisms and software solutions for enablement of flexible, dynamic and robust management of serviceoriented application provision processes to ensure  ...  The ASAPM project contributes to an Integrated Project on Adaptive Services Grid (ASG) [1] supported by the 6th Framework Programme of the European Commission.  ...  In addition to this, we have developed a WS2JADE framework [5] for integrating Web services and the JADE agent platform.  ... 
doi:10.1109/icws.2006.24 dblp:conf/icws/WuZCLGNMGZHK06 fatcat:3kbdfxivlfc2jnk7prqtxipxvy


2006 International journal on artificial intelligence tools  
After a short review of architecture development tools, we discuss ADE's unique features that place it in the intersection of multiagent systems and development kits for single agent architectures.  ...  In this paper we present the agent architecture development environment ADE, intended for the design, implementation, and testing of distributed agent architectures.  ...  [Sycara and oth-ers2003] , AGENTBASE [AgentBase] , ZEUS [Nwana et al.1997] ), or the design of agent architectures for single agents [Sloman1999, Konolige2002] .  ... 
doi:10.1142/s0218213006002655 fatcat:mozny76h35dc5j2ew3mp4zmk6a

Agent-based system for mobile commerce

Wei Qiang, Hinny Kong, Pe Hin
2002 Proceedings 16th International Parallel and Distributed Processing Symposium  
In this paper, we propose an agentbased system for enhancing the mobile commerce services, which are automated by comparing multiple information sources from different providers based on user preferences  ...  The design of a WAP application for the travel industry is also outlined herein.  ...  An organization agent will execute a set of tasks by organizing multiple primitive agents. Each primitive agent will handle a specific small task. 2.  ... 
doi:10.1109/ipdps.2002.1016601 dblp:conf/ipps/QiangH02 fatcat:cultv2be4nhnnitpee2nowwyrq

ASAPM - An Agent-Based Framework for Adaptive Management of Composite Service Lifecycle

Mohan Baruwal Chhetri, Ingo Mueller, Suk Keong Goh, Ryszard Kowalczyk
2007 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops  
This paper presents a generic agent-based framework which can be used as reference architecture for developing agent-based systems for composite service life-cycle management.  ...  Agent technology is well positioned to address some of the key problems of Service-oriented Computing.  ...  Conclusion This paper presents a generic agent-based framework which can be used for developing agentbased systems for composite service life-cycle management.  ... 
doi:10.1109/wiiatw.2007.4427625 dblp:conf/iat/ChhetriMGK07 fatcat:wzmty3jmgzb5rhz7l64i5ipofm

A generic framework for handling constraints with agent-based optimization algorithms and application to aerodynamic design

Daniel J. Poole, Christian B. Allen, Thomas C. S. Rendall
2016 Optimization and Engineering  
A generic constraint handling framework for use with any swarm-based optimization algorithm is presented.  ...  For swarm optimizers to solve constrained optimization problems effectively modifications have to be made to the optimizers to handle the constraints, however, these constraint handling frameworks are  ...  GSA is used here as an example but this argument can be made for other agentbased algorithms too, hence it would be advantageous for a constraint-handling framework to be compatible with any agent-based  ... 
doi:10.1007/s11081-016-9343-0 fatcat:c4fzu5snw5fuvfbl2ozpckptwi

Emergent behaviours considered harmful

Dana Moore, William Wright
2003 Proceedings of the second international joint conference on Autonomous agents and multiagent systems - AAMAS '03  
In this paper we describe ACME, a parallel agent system for testing used in UltraLog, a DARPA effort aimed at creating an ultra-survivable multi-agent system.  ...  We describe the motivation and architecture for a comprehensive testing system, and suggest a path for other MAS projects to improve testing and validation of their systems.  ...  For this purpose, we developed a separate agent system, called ACME.  ... 
doi:10.1145/860575.860800 dblp:conf/atal/MooreW03 fatcat:i4epfspvsjbfzkfte5nsqtqola

Blending Event-Based and Multi-Agent Systems Around Coordination Abstractions [chapter]

Andrea Omicini, Giancarlo Fortino, Stefano Mariani
2015 Lecture Notes in Computer Science  
In this position paper we discuss the role of coordination abstractions as a basic brick for a unifying conceptual framework for agentbased and event-based systems, which could work as the foundation of  ...  a principled discipline for the engineering of complex software systems.  ...  In the context of EBS, coordination media provide a suitable way to automatise event handling, and to encapsulate the logic for the coordination of multiple related flows of events, thus counterfeiting  ... 
doi:10.1007/978-3-319-19282-6_12 fatcat:msxyjgfnx5gndglf7u7ecfqz6m

The architecture and business value of a semi-cooperative, agent-based supply chain management system

Marijn Janssen
2005 Electronic Commerce Research and Applications  
In this paper, a multi-agent system improving supply chain management is designed and its business value is evaluated.  ...  The adoption of such systems has been limited, as their design often neglects existing organizational realities and the business value for the various stakeholders is not clear.  ...  [13, 14] propose a unified framework for modeling, monitoring and managing supply chains.  ... 
doi:10.1016/j.elerap.2005.06.003 fatcat:nmgypf6n5zerzma4ifoyq7fyiu

Immersive Face Validation: A new Validation Technique for Agent-based Simulation

Athanasia Louloudi, Franziska Klügl
2012 Conference on Computer Science and Information Systems  
Agent-based simulation is very popular for its ability to approximate real life problems in an efficient way.  ...  This contribution proposes a new approach to validate agent-based simulation models.  ...  We also thank Augsburg University for supporting and providing us with their Horde3D GameEngine.  ... 
dblp:conf/fedcsis/LouloudiK12 fatcat:dbklegggh5gsdaai5ovcbz32yu

Intelligent Role-Based Access Control Model and Framework using Semantic Business Roles in Multi-domain Environments

Rubina Ghazal, Ahmad Kamran Malik, Nauman Qadeer, Basit Raza, Ahmad Raza Shahid, Hani Alquhayz
2020 IEEE Access  
The novelty of the paper lies in developing a core I-RBAC ontology using real-world semantic business roles and intelligent agent technologies together for achieving required level of access control in  ...  At the end, the I-RBAC model is validated through the implementation results that show a linear runtime trend of the model in presence of a large number of permission assignments and multiple queries.  ...  The I-RBAC framework provides an intelligent agentbased authorization mechanism for multiple domains.  ... 
doi:10.1109/access.2020.2965333 fatcat:m55xr7zw6nfafpl5omphhnqzqq

CFBM - A Framework for Data Driven Approach in Agent-Based Modeling and Simulation [chapter]

Thai Minh Truong, Frédéric Amblard, Benoit Gaudou, Christophe Sibertin Blanc
2016 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
In this paper, we first introduce a logical framework for data driven approach in agent-based modeling and simulation.  ...  The introduced framework is based on the combination of Business Intelligence solution and a multi-agent based platform called CFBM (Combination Framework of Business intelligence and Multi-agent based  ...  A Logical Framework to Manage and Analyze Data for Agent-based Models The Combination Framework of Business Intelligence solution and Multi-agent platform (CFBM) is designed based on our definition of  ... 
doi:10.1007/978-3-319-46909-6_24 fatcat:nwhmiin6wba65pntwrt7lbh5by

Agent societies. Magnitude and duration

M.N. Huhns
2002 IEEE Internet Computing  
Future agents-especially those who represent users in their dealings with a ubiquitous computing world-must live for many years.  ...  Huhns is a professor of computer science and engineering at the University of South Carolina, where he also directs the Center for Information Technology.  ...  Each item has an agentbased smart card containing a mechanism for communicating locally and globally; a reasoning engine; a knowledge base with information about routes, conveyances, and conflict-resolution  ... 
doi:10.1109/4236.988739 fatcat:5aakuwisqbgedbv2ivlks46bda
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