Rituals and Knowledge Construction: Ethical Dilemmas on Creating Oppositions

What is knowledge construction for? Mesopotamian rituals were practiced in order to grasp the future and guide war strategies. Nowadays, scientific rules are developed to avoid mysticism-constructing more accurate laws to explain the reality. Both rituals and science were, and usually are, grounded in a conception that to know is to decipher the correct meaning behind the expressive relief of the world. Contemporary studies on anthropology have shown that the opposition between nature and culture is the basis of a number of problems in human sciences aiming to comprehend the intricate relation between body and violence and overcome ethical dilemmas.

Heuristics for minimizing the maximum within-clusters distance

The clustering problem consists in finding patterns in a data set in order to divide it into clusters with high within-cluster similarity. This paper presents the study of a problem, here called MMD problem, which aims at finding a clustering with a predefined number of clusters that minimizes the largest within-cluster distance (diameter) among all clusters. There are two main objectives in this paper: to propose heuristics for the MMD and to evaluate the suitability of the best proposed heuristic results according to the real classification of some data sets. Regarding the first objective, the results obtained in the experiments indicate a good performance of the best proposed heuristic that outperformed the Complete Linkage algorithm (the most used method from the literature for this problem). Nevertheless, regarding the suitability of the results according to the real classification of the data sets, the proposed heuristic achieved better quality results than C-Means algorithm, but worse than Complete Linkage.