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This book provides a highly accessible introduction to evolutionary computation. It details basic concepts, highlights several applications of evolutionary computation, and includes solved problems using MATLAB software and C/C++. This book also outlines some ideas on when genetic algorithms and genetic programming should be used. The most difficult part of using a genetic algorithm is how to encode the population, and the author discusses various ways to do this.
This book provides a detailed description of machine learning algorithms in data analytics, data science life cycle, Python for machine learning, linear regression, logistic regression, and so forth. It addresses the concepts of machine learning in a practical sense providing complete code and implementation for real-world examples in electrical, oil and gas, e-commerce, and hi-tech industries. The focus is on Python programming for machine learning and patterns involved in decision science for handling data. Features: Explains the basic concepts of Python and its role in machine learning. Provides comprehensive coverage of feature engineering including real-time case studies. Perceives the structural patterns with reference to data science and statistics and analytics. Includes machine learning-based structured exercises. Appreciates different algorithmic concepts of machine learning including unsupervised, supervised, and reinforcement learning. This book is aimed at researchers, professionals, and graduate students in data science, machine learning, computer science, and electrical and computer engineering.
Print Edition of Lions District 320C for the Centenary year 2017-18 , was released by District Governor PMJF Lion B.Venkateswara Rao. It contains complete lionistic information on the District, Lions International etc. Gives entire details on its Clubs, Club Officials, Z C, RC, Core Cabinet, D G Team etc like Address, Communication numbers etc. This Digital Edition is an exact copy of the book for reading in Mobile Phones and eReaders. The print edition in 450+ pages is heavy and difficult to handle. So this Digital Edition enables portability of the contents of the book, through the Mobile Phones every Lion Carry.
Polymeric Nanocomposite Materials for Sensor Applications covers all the important aspects of polymer composite-based sensors, from fundamentals to fabrication. Key chapters focus on the materials used for sensors and their characterization, properties, fabrication and classification. Various applications of polymeric sensors are also discussed in detail. This book is an essential reference resource, not only for the materials scientist, but also for researchers, academics, technologists and students working in the sensor technology industry. In modern society, sensors are used in electronics, food packaging, construction, automobile and aerospace applications. The advancement of smart techn...
This book intends to report the new results of the study of bacteriocins, from basic research to application fields. It mainly introduces the biological characteristics of bacteriocins, the relationship between their structure and function, the antibacterial mode of action, and their application as antibacterial agents in food industry, medical care, and other areas, especially their application potential in human health. This book can be used as a reference book for researchers, undergraduates, and graduated students in the professional fields of food science and engineering, bioengineering, medicine, and agriculture.
This book is a printed edition of the Special Issue "Plant Extracts in Skin Care Products" that was published in Cosmetics
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This book covers the morphological characteristics, ethnopharmacological properties, isolated and identified structurally diverse secondary metabolites, biological and pharmacological activities of medicinal plants. Ethnopharmacology is the systematic study of folklore/traditional medicines, which continue to provide innovative drugs and lead molecules for the pharmaceutical industry. In fact, plant secondary metabolites, used as a single molecule or as a mixture, are medicines that can be effective and safe even when synthetic drugs fail. Therefore, the description of these secondary metabolites as well as methods for the targeted expression and/or purification is of high interest. In addit...
Carbon Nanotubes are among the strongest, toughest, and most stiff materials found on earth. Moreover, they have remarkable electrical and thermal properties, which make them suitable for many applications including nanocomposites, electronics, and chemical detection devices. This book is the effort of many scientists and researchers all over the world to bring an anthology of recent developments in the field of nanotechnology and more specifically CNTs. In this book you will find: - Recent developments in the growth of CNTs- Methods to modify the surfaces of CNTs and decorate their surfaces for specific applications- Applications of CNTs in biocomposites such as in orthopedic bone cement- Application of CNTs as chemical sensors- CNTs for fuelcells- Health related issues when using CNTs