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. The book compiles the different machine learning models for optimization of process parameters for production of industrially important enzymes. The production and optimization of various enzymes produced by different microorganisms are elaborated in the book It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making Covers the best-performing methods and approaches for optimization sustainable enzymes production with AI integration in a real-time environment Featuring valuable insights, the book helps readers explore new avenues leading towards multidisciplinary research discussions The book is aimed primarily at advanced undergraduates and graduates studying machine learning, data science and industrial biotechnology. Researchers and professionals will also find this book useful.

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. The book compiles the different machine learning models for optimization of process parameters for production of industrially important enzymes. The production and optimization of various enzymes produced by different microorganisms are elaborated in the book It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making Covers the best-performing methods and approaches for optimization sustainable enzymes production with AI integration in a real-time environment Featuring valuable insights, the book helps readers explore new avenues leading towards multidisciplinary research discussions The book is aimed primarily at advanced undergraduates and graduates studying machine learning, data science and industrial biotechnology. Researchers and professionals will also find this book useful.

This book is a comprehensive guide to bioconversion approaches based on microorganisms and enzymes for the valorization of underused wastes of diverse categories to produce new products. Optimized conditions for microbial and enzymatic valorization are discussed, along with related biotechnological considerations, environmental considerations, bioprocess development, obstacles, and future outlooks. Biofuels, bioenergy, and other platform chemicals are only some of the products that can be produced through this book's explanation of the microbiological processes involved in the bioconversion and valorization of wastes.

Biotechnology for Biofuel Production and Optimization is the compilation of current research findings that cover the entire process of biofuels production from manipulation of genes and pathways to organisms and renewable feedstocks for efficient biofuel production as well as different cultivation techniques and process scale-up considerations. This book captures recent breakthroughs in the interdisciplinary areas of systems and synthetic biology, metabolic engineering, and bioprocess engineering for renewable, cleaner sources of energy. - Describes state-of-the-art engineering of metabolic pathways for the production of a variety of fuel molecules - Discusses recent advances in synthetic biology and metabolic engineering for rational design, construction, evaluation of novel pathways and cell chassis - Covers genome engineering technologies to address complex biofuel-tolerant phenotypes for enhanced biofuel production in engineered chassis - Presents the use of novel microorganisms and expanded substrate utilization strategies for production of targeted fuel molecules - Explores biohybrid methods for harvesting bioenergy - Discusses bioreactor design and optimization of scale-up

"Value Addition of Fruit Wastes: Extraction, Properties, and Applications provides the latest technologies used in fruit waste to extract, isolate, and characterize functional, active compounds and their diversified pharmacological, food, agricultural, and industrial applications. Divided in 3 sections, the book explores emerging technologies for extraction of functional components, thoroughly discusses value-added components and works as a guide to its applications. The book also covers fruit wastes for extracting starch to provide more cereal crops available as food, besides supporting the efficient utilization of fruit wastes to bring many more opportunities for extraction of functional components in a sustainable manner for food applications. Written by a team of experts in the field, this book provides technicians, researchers, food technology experts, food industry personnel, and academia with value addition to the fruit waste and a lot more opportunities for extraction of functional components in a sustainable manner for food applications. - Covers valorization approaches of fruit waste for starch, protein, fibers, and phenolics - Includes novel green techniques for the extraction of the functional compounds - Brings industrial applications of value-added functional compounds

Biofuels and Sustainability: Life-cycle Assessments, System Biology, Policies, and Emerging Technologies presents the current progress and challenges related to the sustainability of biofuels. Addressing a wide range of issues, the book examines the methods and technologies, policies for sustainable biofuels, impacts of advanced fuels, recent advances, and future research prospects. Reflecting new developments, emphasis is given to new biological/biochemical approaches that offer the most efficient, cost-effective, and sustainable strategies for biofuel production. Divided into five parts, the first provides an overview of biofuels, the need for alternate fuels, carbon footprints, life cycle assessments, environmental aspects, various generations of biofuels, biofuel production from lignocellulosic material, and artificial intelligence in biofuel production. Part 2 examines the various methods and technologies for biofuels production, with case studies from the USA, UK, and Brazil. Part 3 explores the policies for sustainable biofuels, including current standards, with applications from the USA, European Union, Asia, and Africa. Part 4 analyses the impacts of advanced fuels in the decarbonization of transport, climate change mitigation, sustainable agriculture, and water resources, with perspectives from developed and developing countries. Finally, Part 5 critically reviews the recent advances and future research prospects related to termites, insects, metabolic engineering, microorganisms, and bioreactors. - Provides carbon footprints and lifecycle assessments of biofuel and bioproduct production from 2nd and 3rd generation feedstocks and compliance with the international standards - Highlights the emerging applications of systems biology in biofuel and bioenergy production, including biomimetics and protein engineering - Analyzes the sustainable production of biofuels at various stages, such as feedstock production, biomass pre-treatment and novel bioprospection - Explains the technological challenges of biofuel production, designing novel bioreactors, and value-added processing of biofuel residues - Discusses and analyses biofuel and bioenergy policies from various countries and various regions of the world