Poprawa reprezentacji gry chaosu i jej zastosowanie w metodach free-alignment

The robustness of the chaos game representation to mutations and its application in free-alignment methods

Numerical representation of biological sequences plays an important role in bioinformatics and has many practical applications. One of the most popular approaches is the chaos game representation. In this paper, the authors propose a novel look into chaos game construction - an analytical description of this procedure. This type enables to build more general number sequences using different weight functions. The authors suggest three conditions that these functions should hold. Additionally, they present some criteria to compare them and check whether they provide a unique representation. One of the most important advantages of our approach is the possibility to construct such a description that is less sensitive to mutations and as a result, give more reliable values for free-alignment phylogenetic trees constructions.

Kania Adrian, Sarapata Krzysztof, The robustness of the chaos game representation to mutations and its application in free-alignment methods,  Genomics, 2021 vol. 113 no. 3, p. 1428-1437