TY  - BOOK
AU  - Jujjavarapu,Satya Eswari
AU  - Suryawanshi,Nisha
TI  - Optimization of sustainable enzymes production: artificial intelligence and machine learning techniques 
SN  - 9781003292333
AV  - TP248.65.E59 
U1  - 628 23/eng/20220830
PY  - 2023///
CY  - Boca Raton
PB  - Chapman & Hall/CRC Press
KW  - Enzymes
KW  - Biotechnology
KW  - Sustainable engineering
KW  - Mathematical optimization
KW  - Artificial intelligence
KW  - Industrial applications
KW  - Machine learning
KW  - COMPUTERS / Computer Simulation
KW  - bisacsh
KW  - COMPUTERS / Computer Science
N1  - Industrially important enzymes / A.V. Narasimha Swamy -- Applications of Industrially important enzymes / Monalisa Padhan and Sushri Priyadarshini Panda -- Optimization of fermentation process : influence on industrial production of enzymes / Ajay Nair, Archana S. Rao, Veena S.M., Uday Muddapur, Anantharaju K.S, Sunil S. More -- Reforming process optimization of enzyme production using artificial intelligence and machine learning / Rajeev Kumara, Ajay Nair, Archana S. Rao, Veena S.M., Uday Muddapur, Anantharaju K.S, Sunil S. More -- Scale-up models for chitinase production, enzyme kinetics, and optimization / Atheena P.V., Keyur Raval, Ritu Raval -- Genetic algorithm for optimization of fermentation process of various enzyme production / Karan Kumara, Heena Shah and Vijayanand S. Moholkar -- Optimization of process parameter of various classes of enzymes using artificial neural network / Rajeev Kumar, Veena S. More, Sowmya C., Ajay Nair, Archana Rao, Uday Muddapur, Anantharaju K.S, Sunil S. Morea -- Advanced evolutionary differential evolution and central composite design : comparative study for process optimization of chitinase production / Nisha Suryawanshi and J. Satya Eswari -- Artificial bee colony for optimization of process parameters for various enzyme productions / Dheeraj Shootha, Pooja Thathola, Khashti Dasila
N2  - "This book is designed as a reference book and presents a systematic approach to analyze evolutionary and nature-inspired population-based search algorithms. Beginning with an introduction to optimization methods and algorithms and various enzymes, the book then moves on to provide a unified framework of process optimization for enzymes with various algorithms. The book presents current research on various applications of machine learning and discusses optimization techniques to solve real-life problems"--
UR  - https://www.taylorfrancis.com/books/9781003292333
UR  - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
ER  -