On using the DomWorld model to evaluate dominance ranking methods

Author: de Vries, Han

Source: Behaviour, Volume 146, Number 6, 2009 , pp. 843-869(27)

Publisher: BRILL

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Abstract:

Recently, the DomWorld model was used to evaluate five dominance ranking methods. The suitability of the DomWorld model for this purpose is however not without question. The characteristic unidirectionality of most dominance behaviour observed in many monkey species is not found in DomWorld. Besides this, the current paper shows that the additive dominance value updating method in combination with the relative win chance, P_ij = DOM_i/(DOM_i + DOM_j), gives rise to unrealistically large changes in win chance after fights among low ranking individuals. It is shown that this can be resolved by replacing the additive update rule by a multiplicative one. Moreover, this combination of relative win chance and multiplicative update rule is equivalent to the combination of a sigmoidal win chance and additive update rule as employed in the Elo-rating method. It is also shown that, contrary to Hemelrijk's recommendation, David's score is to be preferred to the average dominance index. The paper concludes with presenting a differentiated list of recommendations on the use of ranking methods that takes into account the required premises and different aims for which these methods have been developed.

Keywords: DOMINANCE; RANKING METHOD; AGENT-BASED MODEL; WINNER EFFECT; LOSER EFFECT

Document Type: Research article

DOI: http://dx.doi.org/10.1163/156853909X412241

Affiliations: 1: Department of Behavioural Biology, Padualaan 8, Utrecht University, P.O. Box 80.086, 3508 TB Utrecht, The Netherlands;, Email: J.deVries1@uu.nl

Publication date: 2009-06-01