Emergence of collective escaping strategies of empathie caribou agents with swarming behavior implemented in wolf-caribou predator-prey problem

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Huang:2017:SICE,

• author = "FangWei Huang and Ivan Tanev and Katsunori Shimohara",
• booktitle = "2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE)",
• title = "Emergence of collective escaping strategies of empathie caribou agents with swarming behavior implemented in wolf-caribou predator-prey problem",
• year = "2017",
• pages = "1634--1637",
• abstract = "We investigate whether socio-psychological aspects - such as empathy and grouping (swarming) - implemented in caribou agents improves the efficiency of the simulated evolution (via genetic programming) of their escaping behaviour or the effectiveness of such a behaviour in the wolf-caribou predator prey pursuit problem (WCP). The latter comprises a team of inferior caribou agents attempting to escape from a single yet superior (in terms of sensory abilities, raw speed, and maximum energy) wolf agent in a simulated two-dimensional infinite toroidal world. We experimentally verified the survival value of empathy in that it improves both the efficiency of evolution of the escaping behaviour and the effectiveness of such a behaviour. Also, we concluded that swarming facilitates a faster evolution of caribou agents while preserving the effectiveness of their evolved behaviour.",
• keywords = "genetic algorithms, genetic programming",
• DOI = "doi:10.23919/SICE.2017.8105643",
• month = sep,
• notes = "Also known as \cite{8105643}",

}

Genetic Programming entries for FangWei Huang Ivan T Tanev Katsunori Shimohara

Citations