Test case generation for agent-based models: A systematic literature review

AG Clark, N Walkinshaw, RM Hierons - Information and Software …, 2021 - Elsevier
Context: Agent-based models play an important role in simulating complex emergent
phenomena and supporting critical decisions. In this context, a software fault may result in …

A modeling framework for manufacturing services in service-oriented holonic manufacturing systems

FG Quintanilla, O Cardin, A L'anton… - … Applications of Artificial …, 2016 - Elsevier
Abstract Holonic and Service-Oriented Architectures have been proposed as solutions for
the conception of flexible and reactive systems. The combination of both architectures has …

A novel mutation analysis-based approach for testing parallel behavioural scenarios in multi-agent systems

NEH Dehimi, AH Benkhalef, Z Tolba - Electronics, 2022 - mdpi.com
In this work, we propose a new test case generation approach that can cover behavioural
scenarios individually in a multi-agent system. The purpose is to identify, in the case of the …

A novel test case generation approach based on auml sequence diagram

NEH Dehimi, F Mokhati - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Multi-Agent Systems Testing is an essential activity in agent oriented software engineering
and fundamental in verifying the safety of such systems. In this work, we propose a new test …

[PDF][PDF] Testing Inclusive, Exclusive, and Parallel Interactions in Multi-Agents System: A New Model-Based Approach.

NEH Dehimi, Z Tolba, N Djabelkhir - International Journal of …, 2024 - researchgate.net
In this paper, we propose a novel model-based testing approach designed to consider the
nuances of interactions among agents, allowing for inclusive, exclusive, or parallel …

The impact of diversity on performance of holonic multi-agent systems

A Esmaeili, N Mozayani, MRJ Motlagh… - … Applications of Artificial …, 2016 - Elsevier
There are Numerous researches in the fields of social sciences and multi-agent systems that
are dedicated to studying the role of diversity vs. individual capabilities in design and …

Towards a new dynamic model-based testing approach for multi-agent systems

DN El Houda, B Soufiene… - 2022 4th International …, 2022 - ieeexplore.ieee.org
In this work, we propose a novel test case generation approach that can cover the new
interactions introduced following the unpredictable evolution of the behaviour of a multi …

A testing framework for JADE agent-based software

A Kalache, M Badri, F Mokhati… - Multiagent and Grid …, 2023 - content.iospress.com
Multi-agent systems are proposed as a solution to mitigate nowadays software
requirements: open and distributed architectures with dynamic and adaptive behaviour. Like …

A State-of-the-Art Review of the Mutation Analysis Technique for Testing Multi-agent Systems

S Boukeloul, NEH Dehimi, M Derdour - Novel & Intelligent Digital Systems …, 2023 - Springer
Testing systems developed using the agent paradigm is an important task in the quality
assurance process. In this short paper, we give a state-of-the-art overview of the research …

A State of Art Review on Testing Open Multi-Agent Systems

D Guassmi, NEH Dehimi, M Derdour - Novel & Intelligent Digital Systems …, 2023 - Springer
Abstract Open Multi-Agent Systems (MASs) represent a paradigm in which multiple
autonomous agents communicate and collaborate to achieve shared objectives in an open …