Artificial Bee Colony (ABC) algorithm

Artificial Bee Colony (ABC) algorithm

ABC algorithm or also called Artificial Bee Colony Algorithm is one of the popular algorithms of using the intelligence of swarm bees. The ABC algorithm mimics foraging and dance behaviours of real bee colonies. It has high performance and success for numerical optimization problems. Although the ex...

Full description

Saved in:
Bibliographic Details
Main Author: A Kamal Prakash
Other Authors: Ponnuthurai Nagaratnam Suganthan
Format: Final Year Project
Language:English
Published: 2013
Subjects:
DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering
Online Access:http://hdl.handle.net/10356/53062
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
Description
Summary:ABC algorithm or also called Artificial Bee Colony Algorithm is one of the popular algorithms of using the intelligence of swarm bees. The ABC algorithm mimics foraging and dance behaviours of real bee colonies. It has high performance and success for numerical optimization problems. Although the exploration of solution of ABC algorithm is good, exploitation to found food sources is very bad. In this report the student analyses the ABC algorithm in detail, discusses the advantages and disadvantages of the ABC algorithm compared to other programs and the ABC algorithm implemented in Matlab programming to solve real parameter optimization problems. The results and graphs are discussed and future recommendations are also advised on the project.

Similar Items