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This book, written by the foremost international researchers and practitioners of genetic programming (GP), explores the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. In this year¿s edition, the topics covered include many of the most important issues and research questions in the ¿eld, such as opportune application domains for GP-based methods, game playing and co-evolutionary search, symbolic regression and ef¿cient learning strategies, encodings and representations for GP, schema theorems, and new selection mechanisms. The book includes several chapters on best practices and lessons learned from hands-on experience. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.
This book involves a collection of selected papers presented at International Conference on Machine Learning and Autonomous Systems (ICMLAS 2021), held in Tamil Nadu, India, during 24¿25 September 2021. It includes novel and innovative work from experts, practitioners, scientists and decision-makers from academia and industry. It covers selected papers in the area of emerging modern mobile robotic systems and intelligent information systems and autonomous systems in agriculture, health care, education, military and industries.
This book classifies the stationary time-series models into different groups such as linear stationary models with non-Gaussian innovations, linear stationary models with non-Gaussian marginal distributions, product autoregressive models and minification models.
This book focuses on pneumatic servo systems analysis, control and application in robotic systems. The pneumatic servo systems are composed by pneumatic artificial muscles or cylinders, which are two important pneumatic actuators in industrial application. The active disturbance rejection control technique is used effectively to solve strong nonlinearity and uncertain factors for the pneumatic servo systems. Nonlinear feedback control, back-stepping control, finite-time control, sliding mode control and several other control laws are proposed to make the pneumatic servo systems have better control performances. The book establishes a fundamental framework for this topic, while emphasizing the importance of integrated analysis. The book is intended for undergraduate and graduate students who are interested in this field and engineers working on the applications of pneumatic servo systems.Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.
This book gives an in-depth research on digital business environment as well as its indicators analysis by means of collecting huge data and cases in China. Additionally, it¿s on the first try to apply bibliometric method to business environment literature review. The main contents of this book contain the research on the connotation and evaluation indicator system of digital business environment, and a series of excellent practices in improving the business environment in China in the aspects of digital infrastructure construction, digital market order, digital security, digital government application, digital literacy and innovation, etc. The expected readers are scholars who study business environment-related topics, groups interested in digital business environment, businessmen and officials. The most significant features of this book lie in its novel topics and detailed cases, which can help readers to have a more comprehensive and in-depth understanding of China's digital business environment construction.
The book covers various biotechnological research efforts and their applications in fisheries and aquaculture, especially in the area of fish breeding, health management, nutrition and culture. Application of the recent biotechnological tools, like Transcriptomics, Transgenesis, Nanotechnology, Metabolomics, RNAi and CRISPRi Technologies in the field of fisheries research are included in the book. Topics like conservation genetics for management of fishery resources are also covered in the book. It aims at addressing the growing need of the biotechnology in advancing the cause of aquaculture with a view to provide food and nutritional security to the world. This book will be of immense use to teachers, researchers, academicians, development officials and policymakers, involved in R&D of fisheries and aquaculture sectors. Also, the book serves as an additional reading material for undergraduate and graduate students of fisheries, marine sciences, ecology, aquaculture, andenvironmental sciences. The research in aquaculture biotechnology is likely to have significant impact on aquaculture and fisheries by way of supporting nutritional food security to the growing population.
This is the first book published that focuses on competition law and policy in the Japanese pharmaceutical sector. It consists of chapters written and edited by academics who research the industry from various perspectives, including economics, competition law, pharmaceutical regulations, and intellectual property law. Competition policies involving pharmaceutical products attract attention from academics and policymakers worldwide. The pharmaceutical industry is regulated by drug laws that vary from country to country and are affected by differing practices and industrial structures. The book begins by examining drug regulations and trade practices in the industry that are peculiar to Japan and its healthcare system. It then presents the Japanese Antimonopoly Act and cases involving it, and discussions of current competition law issues in the Japanese pharmaceutical industry. The book also discusses innovation and intellectual property and economic analyses of pharmaceutical regulations and drug discovery. The chapters include comparative studies on Japanese regulations vs. those in the European Union and the United States.Japan is one of the biggest pharmaceutical markets in the world. With this in mind, the book provides ¿one-stop shopping¿ for anyone interested in pharmaceutical regulations in the country. Covering the basics but extending to in-depth explorations of complex problems, this book appeals not only to students and academics, pharmaceutical companies and regulators, but also to those dealing with real-world policy issues that encompass competition policy, intellectual property, and pharmaceutical regulation.Chapter 11 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com
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