African Journal of
Biotechnology

  • Abbreviation: Afr. J. Biotechnol.
  • Language: English
  • ISSN: 1684-5315
  • DOI: 10.5897/AJB
  • Start Year: 2002
  • Published Articles: 12487

Full Length Research Paper

Use of genetic algorithms for high hydrostatic pressure inactivation of microorganisms

Satılmış Ürgün1  and Sencer Buzrul2*
1Civil Aviation College, Kocaeli University, 41650 Kocaeli, Turkey. 2 Tütün ve Alkol Piyasası Düzenleme Kurumu (TAPDK), 06520 Ankara, Turkey.
Email: [email protected] [email protected]

  •  Accepted: 07 September 2011
  •  Published: 24 October 2011

Abstract

Published quadratic equations obtained by response surface methodology (RSM) for high hydrostatic pressure (HHP) inactivation of Bacillus cereus spores, Bacillus subtilis spores and cells, Staphylococcus aureus and Listeria monocytogenes, all in milk buffer, were used to demonstrate the utility of genetic algorithms (GAs). It was possible to obtain several optimum pressure (P), temperature (T) and time (t) combinations for 5 log10 reductions of the mentioned microorganisms in milk buffer by using GAs. Depending on the properties of HHP equipment (maximum operating pressure) or the type of the food product (heat-sensitive), it could be possible to select the suitable P-T-t trio among the alternatives. This study reveals that GAs could be used to optimize HHP inactivation of microorganisms in foods.

 

Key words: Genetic algorithms, high hydrostatic pressure, inactivation, optimization.