- Tytuł:
- A parametric testing of the firefly algorithm in the determination of the optimal osmotic drying parameters of mushrooms
- Autorzy:
- Yeomans, J.S.
- Powiązania:
- https://bibliotekanauki.pl/articles/91745.pdf
- Data publikacji:
- 2014
- Wydawca:
- Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
- Tematy:
-
Firefly Algorithm
FA
osmotic dehydration
mushroom
dehydration model
surface technique
mathematical programming
optimal process parameters - Opis:
- The Firefly Algorithm (FA) is employed to determine the optimal parameter settings in a case study of the osmotic dehydration process of mushrooms. In the case, the functional form of the dehydration model is established through a response surface technique and the resulting mathematical programming is formulated as a non-linear goal programming model. For optimization purposes, a computationally efficient, FA-driven method is used and the resulting optimal process parameters are shown to be superior to those from previous approaches. The final section of this study provides a computational experimentation performed on the FA to analyze its relative sensitivity over a range of the two key parameters that most influence its running time.
- Źródło:
-
Journal of Artificial Intelligence and Soft Computing Research; 2014, 4, 4; 257-256
2083-2567
2449-6499 - Pojawia się w:
- Journal of Artificial Intelligence and Soft Computing Research
- Dostawca treści:
- Biblioteka Nauki
Artykuł