Testing in multi-agent systems

CD Nguyen, A Perini, C Bernon, J Pavón… - … Workshop on Agent …, 2009 - Springer
Testing software agents and Multi-Agent Systems (MAS) needs suitable techniques to
evaluate agent's autonomous behaviours as well as distribution, social and deliberative …

Agent systems verification: systematic literature review and map**

NA Bakar, A Selamat - Applied Intelligence, 2018 - Springer
Agent systems are distributed systems consist of agents that autonomously interact to each
other in an environment to perform tasks and achieve goals. Performing verification is …

Evolutionary testing of autonomous software agents

CD Nguyen, S Miles, A Perini, P Tonella… - Autonomous Agents and …, 2012 - Springer
A system built in terms of autonomous software agents may require even greater correctness
assurance than one that is merely reacting to the immediate control of its users. Agents …

[PDF][PDF] Multi-agent system testing: A survey

Z Houhamdi - International Journal of Advanced Computer Science …, 2011 - Citeseer
In recent years, agent-based systems have received considerable attention in both
academics and industry. The agent-oriented paradigm can be considered a natural …

Preference-based many-objective evolutionary testing generates harder test cases for autonomous agents

S Kalboussi, S Bechikh, M Kessentini… - Search Based Software …, 2013 - Springer
Despite the high number of existing works in software testing within the SBSE community,
there are very few ones that address the problematic of agent testing. The most prominent …

[HTML][HTML] 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 …

Testing HMAS-based applications: An ASPECS-based approach

NEH Dehimi, F Mokhati, M Badri - Engineering Applications of Artificial …, 2015 - Elsevier
Abstract Organization-Based Multi-Agent Systems are receiving increasingly more attention
in the field of complex and distributed systems development. Holonic Multi-Agent Systems …

[PDF][PDF] Models and Methods for E-Commerce Systems Designing in the Global Economy Development Conditions Based on Mealy and Moore Machines.

A Berko, M Bublyk, L Chyrun, Y Matseliukh, R Levus… - COLINS, 2021 - ceur-ws.org
The article examines the features of conducting and organising e-commerce in the
development of the global economy. The efficiency of e-commerce is assessed by complex …