Title :
Communication Protocol Evolution by Natural Selection
Author :
Khasteh, S.H. ; Shouraki, Saeed Bagheri ; Halavati, R. ; Lesani, M.
Author_Institution :
Comput. Eng. Dept., Sharif Univ. of Technol., Tehran
fDate :
Nov. 28 2006-Dec. 1 2006
Abstract :
One of the most important issues discussed in multi-agent systems, is communication between agents. Usually, a predefined communication protocol is used, but predefining a protocol between agents causes some problems; for example it is possible that agents recognize a subject that is not defined in their protocol so they can´t express anything about it. In this paper we propose a new method for evolution of a communication protocol between intelligent agents by using natural selection mechanism. Experimental results will be discussed in detail.
Keywords :
multi-agent systems; communication protocol evolution; intelligent agents; multiagent systems; natural selection mechanism; Computational intelligence; Evolution (biology); Humans; Intelligent agent; Multiagent systems; Natural languages; Protocols; Psychology; Sociology; Tail;
Conference_Titel :
Computational Intelligence for Modelling, Control and Automation, 2006 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7695-2731-0
DOI :
10.1109/CIMCA.2006.71
