ADELFE: A Methodology for Adaptive Multi-agent Systems Engineering

Adaptive software is used in situations where either the environment is unpredictable or the system is open. This paper presents a methodology named ADELFE, which is led by the Rational Unified Process (RUP) but is devoted to software engineering of adaptive multi-agent systems. ADELFE guarantees that the software is developed according to the AMAS theory1. We focus this presentation on the additions of ADELFE regarding the three first core workflows of the RUP. Therefore, during the requirements phase, the environment of the studied system must be defined and characterized. Then, in the analysis phase, the engineer is guided to decide to use adaptive multi-agent technology and to identify the agents through the system and the environment models. Finally, the design workflow of ADELFE must provide the cooperative agent?s model and helps the developer to define the local agents? behavior. We illustrate the methodology by applying it to a case study: a timetable design.

[1]  John Mylopoulos,et al.  A Requirements-Driven Development Methodology , 2001, CAiSE.

[2]  Nicholas R. Jennings,et al.  The Gaia Methodology for Agent-Oriented Analysis and Design , 2000, Autonomous Agents and Multi-Agent Systems.

[3]  Ivar Jacobson,et al.  The Unified Software Development Process , 1999 .

[4]  Jacques Ferber,et al.  Les Systèmes multi-agents: vers une intelligence collective , 1995 .

[5]  Michael Wooldridge,et al.  Agent-Oriented Software Engineering: The State of the Art , 2009, AOSE.

[6]  Jorge J. Gómez-Sanz,et al.  Agent Oriented Analysis Using Message/UML , 2001, AOSE.

[7]  Robert Laddaga,et al.  Self-Adaptive Software , 2001, Lecture Notes in Computer Science.

[8]  Carlos Angel Iglesias,et al.  A Survey of Agent-Oriented Methodologies , 1998, ATAL.

[9]  Bernhard Bauer,et al.  Extending UML for agents , 2000 .

[10]  Peter Norvig,et al.  Artificial Intelligence: A Modern Approach , 1995 .

[11]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[12]  Massimo Cossentino,et al.  Designing a multi-agent solution for a bookstore with the PASSI methodology , 2002, AOIS@CAiSE.

[13]  Robert Laddaga,et al.  Introduction: The First International Workshop on Self-Adaptive Software , 2000, IWSAS.

[14]  Jan Treur,et al.  Modelling a Society of Simple Agents: From Conceptual Specification to Experimentation , 2001, Applied Intelligence.

[15]  Robert Laddaga,et al.  Self-adaptive software : first International Workshop, IWSAS 2000, Oxford, UK, April 17-19, 2000 : revised papers , 2001 .

[16]  Nicholas R. Jennings,et al.  A methodology for agent-oriented analysis and design , 1999, AGENTS '99.

[17]  Anand S. Rao,et al.  A Methodology and Modelling Technique for Systems of BDI Agents , 1996, MAAMAW.

[18]  N. Nilsson.  STUART RUSSELL AND PETER NORVIG, ARTIFICIAL INTELLIGENCE: A MODERN APPROACH , 1996 .

[19]  Michael Wooldridge,et al.  Agent-Oriented Software Engineering: First International Workshop, AOSE 2000 Limerick, Ireland, June 10, 2000 Revised Papers , 2001 .

[20]  Franco Zambonelli,et al.  Organizational Abstractions for the Analysis and Design of Multi-agent Systems , 2000, AOSE.

[21]  Scott A. DeLoach,et al.  Automated Derivation of Complex Agent Architectures from Analysis Specifications , 2001, AOSE.