Title :
Orthogonality and optimality in non-pheromone mediated foraging
Author :
Kazadi, Sanza ; Yang, James ; Park, James ; Park, Andrew
Author_Institution :
Jisan Res. Inst., Alhambra, CA, USA
Abstract :
We describe the general foraging task, breaking it into two different subtasks: map-making and collection. Map-making is a task in which a map is constructed which contains the location(s) of an item or of items in the search area. Collection is the task in which an item is picked up and carried back to a central known location. We theoretically examine these tasks, generating minimal conditions for each one to be accomplished. We then build a swarm made up of two castes to accomplish this, theoretically motivating the design of the swarm. Finally, we demonstrate that the swarm is optimal in the class of swarms utilizing line of sight communication, and give performance measures for open and closed search spaces.
Keywords :
multi-robot systems; closed search spaces; line of sight communication; map making; nonpheromone mediated foraging; open search spaces; Animals; Earth; Evolutionary computation; Extraterrestrial measurements; Insects; Interference; Orbital robotics; Recruitment; Robots; Wireless communication; Keywords goes here;
Conference_Titel :
Cybernetics and Intelligent Systems (CIS), 2010 IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-6499-9
DOI :
10.1109/ICCIS.2010.5518554