This subsection on QAP allows to point out two interesting implementations: HAS-QAP, which actually departs from the basic ACO’s scheme by using ants to guide solution modification and not construction, and ANTS which was designed in a QAP context but which is a general and effective sub-class of ACO algorithms[8].