From synthesis to recycling, the full lifecycle of hyperbranched epoxy resinsHyperbranched epoxy resins attract growing attention in academia and industry for their high crosslinking ability and unique hole-containing topological structure, yet no single reference has covered their complete lifecycle. Hyperbranched Epoxy Resins: Synthesis, Applications, and Recycling, authored by a team of polymer scientists with collectively over 200 publications and 85 p...

This book includes 43 case studies showcasing the application of basic education informatization. It shares the experiences of 43 schools in the construction and application of educational informatization in various regions in China. It aims to promote the balanced development of education and expand the coverage of quality education resources. This book also highlights the achievements of these schools in constructing school-based resources, and changing teaching modes and optimizing clas...

This book gives a panoramic review of China's 70 years of modernization, reveals the historical process and logic of the formation of the modernization path with Chinese characteristics, especially focuses on the key decision-making process in the history of China's modernization, theoretically compares the Chinese model and the western mainstream model and summarizes the characteristics and experience of China's development model. At the same time, it reveals the causes of the global cris...

This book discusses the theory, method and application of non-Gaussian random vibration fatigue analysis and test. The main contents include statistical analysis method of non-Gaussian random vibration, modeling and simulation of non-Gaussian/non-stationary random vibration, response analysis under non-Gaussian base excitation, non-Gaussian random vibration fatigue life analysis, fatigue reliability evaluation of structural components under Gaussian/non-Gaussian random loadings, non-Gaussi...

This book focuses on summarizing the effects of greenspace exposures on human health in China. It also discusses the new methodologies assessing greenspace exposure and new methods exploring potential mechanisms underlying them. In particular, it takes into account trends in the types of studies and measurement of variables over time, as well as sources of geographical heterogeneity given uneven development across the China’s vast terrain. This book aims at providing researchers, health pr...

A comprehensive look at state-of-the-art ADP theory and real-world applicationsThis book fills a gap in the literature by providing a theoretical framework for integrating techniques from adaptive dynamic programming (ADP) and modern nonlinear control to address data-driven optimal control design challenges arising from both parametric and dynamic uncertainties.Traditional model-based approaches leave much to be desired when addressing the challenges posed ...

This book, consisting of 8 chapters, describes the state-of-the-art technological progress and applications of unmanned aerial vehicles (UAVs) in precision agriculture. It focuses on the UAV application in agriculture, such as crop disease detection, mid-season yield estimation, crop nutrient status, and high-throughput phenotyping. Different from individual papers focusing on a specific application, this book provides a holistic view for readers with a wide range of subjects. In addition ...

This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is presented, offering necessary background material. In the second part, we describe in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised learning. Particularly, a stochastic particle competition technique for both non-supervised and semi-...

Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive resource for study and further research. All the major popular neural network models and statistical learning approaches are covered with examples and exercises in every chapter to develop a practical working understanding of the content.Each of the twenty-five chapters includes state-of-the-art descriptions and important research...

Computational Intelligence: Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing presents an introduction to some of the cutting edge technological paradigms under the umbrella of computational intelligence. Computational intelligence schemes are investigated with the development of a suitable framework for fuzzy logic, neural networks and evolutionary computing, neuro-fuzzy systems, evolutionary-fuzzy systems and evolutionary neural systems. Applications to linear...

The positive reciprocal pairwise comparison matrix (PCM) is one of the key components which is used to quantify the qualitative and/or intangible attributes into measurable quantities. This book examines six understudied issues of PCM, i.e. consistency test, inconsistent data identification and adjustment, data collection, missing or uncertain data estimation, and sensitivity analysis of rank reversal. The maximum eigenvalue threshold method is proposed as the new consistency index for the...

In recent years, control systems have become more sophisticated in order to meet increased performance and safety requirements for modern technological systems. Engineers are becoming more aware that conventional feedback control design for a complex system may result in unsatisfactory performance, or even instability, in the event of malfunctions in actuators, sensors or other system components. In order to circumvent such weaknesses, new approaches to control system design have emerged w...