International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Open Access | Double Blind Reviewed

ISSN: 2319-7064


Downloads: 109

Research Paper | Computer Science & Engineering | Bangladesh | Volume 6 Issue 1, January 2017


A Comparative Study of Classical Evolutionary Programming and Bat Algorithm

D. M. Anisuzzaman | Shifat Sharmin Shapla [2]


Abstract: Evolutionary Programming is an algorithm which uses natural selection of the fittest. In Classical Evolutionary Programming (CEP) uses Gaussian mutation. CEP is better at search in a small local neighborhood. It offers the best results for the unimodal and multimodal functions with only a few local minima. On the other hand, Swarm Intelligence algorithm inspired by natural behavior. Swarm Intelligence algorithm is the collective behavior of decentralized self-organized system. In this paper, we conducted an experimental comparison between CEP and a Swarm Intelligence algorithm - BAT. The experimental data shows that CEP performs better than BAT algorithm.


Keywords: Classical Evolutionary Programming, Swarm Intelligence Algorithm, BAT algorithm, offspring, continuous optimization


Edition: Volume 6 Issue 1, January 2017,


Pages: 2370 - 2373


How to Download this Article?

You Need to Register Your Email Address Before You Can Download the Article PDF


How to Cite this Article?

D. M. Anisuzzaman, Shifat Sharmin Shapla, "A Comparative Study of Classical Evolutionary Programming and Bat Algorithm", International Journal of Science and Research (IJSR), Volume 6 Issue 1, January 2017, pp. 2370-2373, https://www.ijsr.net/get_abstract.php?paper_id=ART2017514

Similar Articles with Keyword 'Swarm Intelligence Algorithm'

Downloads: 117

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 2260 - 2263

Performance Analysis of Travelling Salesman Problem in Ant Colony Optimization in Wireless Sensor Networks

Nancy Goyal | Paramjeet Singh [3]

Share this Article

Downloads: 118

Research Paper, Computer Science & Engineering, Bangladesh, Volume 4 Issue 8, August 2015

Pages: 1049 - 1054

Swarm Intelligence Algorithm with Guided Exploitations: A Case Study with Artificial Bee Colony Algorithm

Syeda Shabnam Hasan | Md. Shahriar Rahman

Share this Article
Top