Könyv Computational Intelligence Modeling of Pharmaceutical Roll Compaction Hossam M. Zawbaa

Computational Intelligence Modeling of Pharmaceutical Roll Compaction

Bio-inspired optimization algorithms for feature selection

Szerző: Hossam M. Zawbaa
Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
21 840 Ft
In this study, I have developed new variants of bio-inspired optimization algorithms such as chaotic...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
200
EAN
9783659908255
Enbook ID
13516205
Súly
314
Méretek
150 x 220 x 12

Teljes leírás

In this study, I have developed new variants of bio-inspired optimization algorithms such as chaotic antlion optimization (CALO), binary grey wolf optimization (BGWO), and much more. With the big data captured in the pharmaceutical product development practice, computational intelligence (CI) models based on machine learning and bio-inspired optimization algorithms could potentially be used to identify critical quality attributes (CQA) and critical process parameters (CPP) for the formulations and manufacturing processes. The primary objective is to evaluate the robustness of machine learning techniques combined with bio-inspired optimization algorithms in modeling tablet manufacturing processes. More precisely, our effort is focused on the prediction of tablet properties such as porosity and tensile strength from powder and ribbons characteristics.

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