The dynamics of collective sorting robot-like ants and ant-like robots
Proceedings of the first international conference on simulation of adaptive behavior on From animals to animats
Ant algorithms for discrete optimization
Artificial Life
Recent Developments In Biologically Inspired Computing
Recent Developments In Biologically Inspired Computing
Comparisons in Evolution and Engineering: The Collective Intelligence of Sorting
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Ant-Based Clustering and Topographic Mapping
Artificial Life
AntTAG: a new method to compose computer programs using colonies of ants
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Metaheuristic Clustering
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The article presents a new approach to the evaluation process associated with the modification of the ant-based clustering algorithm. The main aim of this study is to determine the degree of impact of the proposed changes on the results of the implemented clustering algorithm, whose task is not only to obtain the lowest intra-group variance, but also to self-determine the amount of target classes. These modifications concern both a different way of choosing the radius of perception considering the neighborhood of objects in a search decision space, as well as a use of a completely different metric than the Euclidean one for calculating the dissimilarity of objects based on the components including the normalized angular correlation of objects under consideration.