PERFORMANCE ANALYSIS OF ARTIFICIAL AND IMPROVED ARTIFICIAL BEE COLONY OPTIMIZATION ALGORITHM
| Author(s) | : | Turewale Pooja, Thorat Ashwini, Patil Shivani, Mrs. Savita Jadhav |
| Institution | : | Department of E&TC Engineering Dr. D. Y. Patil Institute of Technology, Pimpri, Pune – 411018 |
| Published In | : | Vol. 4, Issue 4 — April 2017 |
| Page No. | : | 1101-1108 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
WSNs are networks that consist of sensors which are distributed in an Ad hoc manner. WSNs consist ofprotocols and algorithms with self-organizing capabilities. Many natural systems of the most creatures in the world arevery rich topics for the scientific researchers. However, simple individual actions can assist to create a system able tosolve a real complex problem and perform very complicated tasks. In reality there are many patterns of such systemslike ant colonies, bird flocking, fish shoaling, animal herding, bacterial growth, bee colonies, and human neuronsystem. The artificial bee colony (ABC) algorithm is a simple and effective optimization algorithm that can be applied tosolve many real-world optimization problems. In this paper, an improved artificial bee colony algorithm, named IABC,is proposed. In this algorithm, a new search equation for onlooker bees is presented, in which the optimal and suboptimal solutions are considered in the iteration process. In this paper ABC and IABC algorithm are analyzed on thebasis of performance parameters such as best cost, time delay, distance traveled and system lifetime.
Turewale Pooja, Thorat Ashwini, Patil Shivani, Mrs. Savita Jadhav, “PERFORMANCE ANALYSIS OF ARTIFICIAL AND IMPROVED ARTIFICIAL BEE COLONY OPTIMIZATION ALGORITHM”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 4, Issue 4, pp. 1101-1108, April 2017.
