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OVERVIEW

The Swarm Intelligence focus area is currently the most active in the group, with the largest number of members. The focus area's main interest is particle swarm optimization (PSO), with the development of new and improved PSO algorithms. Theoretical analyses of PSO are also being done, with convergence proofs being studied. Techniques are developed for constrained optimization, niching (locating multiple solutions), multi-objective optimization, dynamic optimization problems, and to cope with discrete search spaces.

Applications of PSO techniques that are under investigation include the coevolutionary training of neural networks for game playing and financial traders, scheduling, image analysis, and data clustering. The research focus area is also investigating the application of ant colony optimization techniques to exploratory data analysis, workload distribution in computer grids, energy efficient routing in mobile ad hoc networks, and network topology design.

ACTIVE MEMBERS

List the current members actively doing research in this focus area. [ Show ]

ALUMNI MEMBERS

L Schoeman

PhD Completed in 2010

J Grobler

PhD Started in 2009
M.Eng Completed in 2009

S Khan

PhD Completed in 2009

D Barla-Szabo

M.Sc Started in 2003
Hons-B.Sc Completed in 2002

M Neethling

M.Sc Completed in 2008

F Zablocki

M.Sc Completed in 2008

E Papacostantis

M.Sc Started in 2004
Hons-B.Sc Completed in 2003

L Messerschmidt

M.Sc Completed

C Naicker

PhD Started in 2007
M.Sc Completed in 2006
Hons-B.Sc Completed in 2002

J Conradie

Hons-B.Sc Completed in 2004

J du Plessis

M.Sc Completed in 2005

E Peer

M.Sc Completed in 2005

M Omran

PhD Completed in 2005

G Pampara

M.Sc Started in 2005
Hons-B.Sc Completed in 2004

E van Loggerenberg

M.Sc Started in 2005
Hons-B.Sc Completed in 2004

N Franken

PhD Started in 2005
M.Sc Completed in 2004
Hons-B.Sc Completed in 2002

R Brits

M.Sc Completed in 2003
Hons-B.Sc Completed in 2000

U Paquet

M.Sc Completed in 2003

F van den Bergh

PhD Completed in 2002

A Ismail

PhD Started in 2005
M.Sc Completed in 2001

GROUP PUBLICATIONS

List publications of this research focus area. [ Show ]

MEMBER PROFILE



 Name:

 Edrich van Loggerenberg

Portrait photo

 E-mail:

 edrich@webmail.co.za

 Group(s):

 Bioinformatics
 Swarm Intelligence

 

 Degree specific information: M.Sc

 Title:

 Not Finalised

 Abstract:

The application of Computational Intelligence to the field of biology and biochemistry presents extremely useful and interesting applications, for example structure prediction of proteins in real-world application domains. These domains in Bioinformatics ranges from the Pharmaceutical- to the Food-industry. By expanding knowledge of the manner in which biological processes work and by applying the computational power of computer systems, a researcher in this area of research could subsequently model, analyse and interpret biological organisms' behaviour and interactions in a more time and cost effective way than expensive and time-consuming laboratory experiments. The area of research is vast and there is much scope for new and innovative development. Proper and cost-effective health care and nutrition are two of the national priorities in South Africa. Newly researched methods and techniques in applying Computational Intelligence to the domains of these priorities could invariably lead to the designing of better (and probably more cost-effective) medicine, cures of diseases and more nutrient rich foods. This will be to the advantage to the population as a whole.

 Supervisor / Co-Supervisor:

 AP Engelbrecht
 N Franken

 Thesis:

 Not available for download yet.

 

 Degree specific information: Hons-B.Sc

 Title:

 Protein Tertiary Structure Visualisation

 Abstract:

Protein structure visualisation plays a key part in broadening our understanding of the manner in which proteins function. The needs of biologists, such as structural analysis, can be satisfied by deploying computer graphical techniques to aid in the representation schemes necessary. The report focuses particularly on the representation of the tertiary structures of protein macromolecules by means of a personal computer.

 Supervisor / Co-Supervisor:

 AP Engelbrecht
 N Franken

 Thesis:

 Not available for download yet.




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