Swarm Intelligence (Si)-Paradigm of Artificial Intelligence (Ai)

This paper gives you the overview of the subfield of artificial intelligence which is called as “SWARM INTELLIGENCE”. This is so called because it is named after the inspiration taken from the working behavior of the swarms. The term “swarm” denotes the group or aggregation of insects or animals or birds which works together so as to complete the difficult tasks in an efficient manner which are not possible to be completed as an individual entity. This working behavior of swarms has influenced the researchers to solve their problems in robotics, telecommunications, computer science, networking and various other technical fields. Apart from it, algorithms have been proposed to solve various complex problems which are having resemblance to swarm intelligence, in their working behavior. In this paper, a brief description of the working of these algorithms is given.

[1]  Diego Andina,et al.  Swarm intelligence and its applications in swarm robotics , 2007 .

[2]  Robert J. Marks,et al.  Adaptive routing in wireless communication networks using swarm intelligence , 2001 .

[3]  Russell C. Eberhart,et al.  Recent advances in particle swarm , 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

[4]  M.A. El-Sharkawi,et al.  Swarm intelligence for routing in communication networks , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[5]  Lisa Ann Osadciw,et al.  Sensor Communication Network Using Swarm Intelligence , 2002 .

[6]  Luca Maria Gambardella,et al.  Swarm intelligence for routing in mobile ad hoc networks , 2005, Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005..

[7]  Dervis Karaboga,et al.  AN IDEA BASED ON HONEY BEE SWARM FOR NUMERICAL OPTIMIZATION , 2005 .