Spatial Centrality of Dominants Without Positional Preference

In many group-living animals dominant individuals occupy the center of a group. This is generally thought to reflect a preference for locations, that provide optimal protection against predators. However, in this paper I will show that such spatial-structure also emerges among artificial entities that lack preference for any spatial location. The artificial entities dwell in a homogeneous world and are completely identical at the start of the simulation. They are gregarious and perform dominance interactions in which the effects of winning and losing are selfreinforcing. Varying essential parameters of the model revealed that: 1) Social-spatial patterns are stronger among entities that perceive each others rank directly compared to those that estimate rank of others based on personal experiences. 2) Stronger social-spatial patterns result when entities obligatory attack others than when attack-rate was negatively dependent on rank-distance. 3) Raising the intensity of attack increased the centrality of dominants for the Obligatory attack system, but weakened it for the Rank-Distance Decreasing attack system. Also, other social interaction patterns emerged, such as bidirectionality of aggression and a correlation between rank and frequency of attack. Such epiphenomena may underlie the variation of social-spatial patterns found in real animals.

[1]  Joshua M. Epstein,et al.  Growing artificial societies , 1996 .

[2]  D. A. Collins,et al.  Spatial pattern in a troop of yellow baboons (Papio cynocephalus) in Tanzania , 1984, Animal Behaviour.

[3]  B. Thierry,et al.  Patterns of agonistic interactions in three species of macaque (Macaca mulatta, M. fascicularis, M. tonkeana) , 1985 .

[4]  Kanti V. Mardia,et al.  Statistics of Directional Data , 1972 .

[5]  Jens Krause,et al.  Mortality risk of spatial positions in animal groups: The danger of being in the front , 1997 .

[6]  Guy Theraulaz,et al.  Mathematical model of self-organizing hierarchies in animal societies , 1996 .

[7]  I. Chase,et al.  Aggressive interactions and inter-contest interval: how long do winners keep winning?. , 1994, Animal Behaviour.

[8]  Charles H. Janson,et al.  Ecological consequences of individual spatial choice in foraging groups of brown capuchin monkeys, Cebus apella , 1990, Animal Behaviour.

[9]  Paulien Hogeweg,et al.  Mirror Beyond Mirror: Puddles of Life , 1987, ALIFE.

[10]  A. Guhl,et al.  Social inertia and social stability in chickens. , 1968, Animal behaviour.

[11]  J. Parrish Re-examining the selfish herd: are central fish safer? , 1989, Animal Behaviour.

[12]  W. Hamilton Geometry for the selfish herd. , 1971, Journal of theoretical biology.

[13]  J. Deneubourg,et al.  Collective patterns and decision-making , 1989 .

[14]  Bruce H. Weber,et al.  Darwinism Evolving: Systems Dynamics and the Genealogy of Natural Selection , 1994 .

[15]  Carolyn L. Ehardt,et al.  Intragroup agonistic behavior in rhesus monkeys (Macaca mulatta) , 1985 .

[16]  O P Judson,et al.  The rise of the individual-based model in ecology. , 1994, Trends in ecology & evolution.

[17]  Charlotte K. Hemelrijk,et al.  Cooperation Without Genes, Games Or Cognition , 1997 .

[18]  B. Thierry,et al.  [State of equilibrium among agonistic behaviour patterns in a group of Japanese macaques (Macaca fuscata)]. , 1990, Comptes rendus de l'Academie des sciences. Serie III, Sciences de la vie.

[19]  R J Rhine,et al.  Adult male positioning in baboon progressions: order and chaos revisited. , 1981, Folia primatologica; international journal of primatology.

[20]  F Villa,et al.  New computer architectures as tools for ecological thought. , 1992, Trends in ecology & evolution.

[21]  Stuart A. Altmann,et al.  Baboon progressions: Order or chaos? A study of one-dimensional group geometry , 1979, Animal Behaviour.

[22]  Newton H. Copp,et al.  DOMINANCE HIERARCHIES IN THE CRAYFISH PROCAMBARUS CLARKII (GIRARD, 1852) AND THE QUESTION OF LEARNED INDIVIDUAL RECOGNITION (DECAPODA, ASTACIDEA) , 1986 .

[23]  Lee Ellis,et al.  Reproductive and interpersonal aspects of dominance and status , 1996 .

[24]  C. Barnard,et al.  Dominance hierarchies and the evolution of "individual recognition". , 1979, Journal of theoretical biology.

[25]  Maja J. Matarić,et al.  Dominance interactions, spatial dynamics and emergent reciprocity in a virtual world , 1996 .

[26]  C. Janson Social correlates of individual spatial choice in foraging groups of brown capuchin monkeys, Cebus apella , 1990, Animal Behaviour.

[27]  Alan MacLennan,et al.  The artificial life route to artificial intelligence: Building embodied, situated agents , 1996 .

[28]  Jens Krause DIFFERENTIAL FITNESS RETURNS IN RELATION TO SPATIAL POSITION IN GROUPS , 1994, Biological reviews of the Cambridge Philosophical Society.

[29]  Charlotte K. Hemelrijk,et al.  Models of, and tests for, reciprocity, unidirectionality and other social interaction patterns at a group level , 1990, Animal Behaviour.