MADKITMatrix Applications Development Toolkit
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The latest is widely used ranging from: agent language (KQML for Knowledge Query and Manipulation Language, ACL-F1PA for Agent Communication Language, proposed by the Foundation for Intelligent Physical Agents), ontologies and a communication support (present in agent platforms such as JADE [5] or MadKit [26]).
That encourages us to look after improved variants of ant algorithms, such as the max-min ant system [57] and to explore other aspect using JADE and Madkit platforms to propose our improved Ant Algorithm.
The MadKit platform [9] was then developed as an infrastructure that implements the AGR concepts.