This book presents some new concentration inequalities for Feynman-Kac particle processes. It analyzes different types of stochastic particle models, including particle profile occupation measures, genealogical tree based evolution models, particle free energies, as well as backward Markov chain particle models. It illustrates these results with a series of topics related to computational physics and biology, stochastic optimization, signal processing and Bayesian statistics, and many other probabilistic machine learning algorithms. Special emphasis is given to the stochastic modeling, and to the quantitative performance analysis of a series of advanced Monte Carlo methods; including particle filters, genetic type island models, Markov bridge models, and interacting particle Markov chain Monte Carlo methodologies.
This book focuses on the morphology, exine ornamentation and the associated evolutionary trends of crabapple pollen and anatomical developmental patterns. To examine the genetic evolutionary patterns of crabapple pollen traits, we constructed an interval distribution function based on characteristic pollen parameters and used a binary trivariate data matrix (Xi Yi Zi) to reflect the exine ornamentation regularity of the pollen. Our findings should inform the taxonomic status of the genus Malus. Pollen electron micrographs from a total of 26 species and 81 cultivars of Malus were recorded in this book. All 107 figures and 642 scanned pollen images constitute primary data obtained by the authors. The images in this book are clear, three-dimensional, and aesthetically pleasing. They are accompanied with text descriptions and provided a method for the indication of the different types of information that can be expected. This book can provide a reference for scientific researchers, students, and teachers in tertiary institutions that are engaged in research concerning crabapple production.
This book provides readers with rich context and detailed description leading to new perspectives on major historical events in China. Positioned as a thought leader and highly acclaimed arts professional in China, the author is able to give a historical account of China’s twentieth century that is richly informed by its valent fields of political economy and cultural studies. Western readers' knowledge of China’s twentieth century remains based on pioneering research of modern scholars such as Fairbank and Jonathan Spence. In recent years, however, it is rare to see a complete history of China spanning the nineteenth and twentieth centuries which also includes the first two decades of the twenty-first century. This book contributes new narrative and perspective to this span of history. Now, as the Sino-US trade conflict makes dramatic impact on a post-COVID global economy, readers have the need for a fresh understanding of how China came to be what it is today. The author’s groundbreaking work provides new insight provided by newly uncovered sources explaining how China came to be what it is today from a cultural and sociological perspective, in a historical mode.
This book chronicles the dramatic events that have taken place since China opened up to the world in 1978 and adopted a policy of economic reform. It records how economic policies were drafted between 1992 and 2004, brought into law, initiated and then im
Beloved Qigong master Robert Peng returns with meditations to empower you to tap into the limitless wisdom contained in your body. “Peace on earth mirrors peace within,” says Robert Peng. Yet when we bring energies of disharmony into our lives—like stress, trauma, and discord—those energies take up residence in our bodies and minds. Feelings of isolation and disconnection, according to Peng, are manifestations of a divided mind. Fortunately, the answer for restoration is all around us in the form of life-giving Qi. With The Way of Virtue, this renowned teacher presents a hands-on guide to Qigong meditations designed to channel healing energy precisely where it’s most needed—and make room for the abundant virtues that naturally arise from a balanced body. Peng expertly describes the nature of the mind and guides you toward the awakening of Spirit, offering the opportunity to cultivate a consistent practice and invite profound changes in well-being. Through his lucid descriptions, along with illustrations and audio guidance, he presents Qigong meditations focused on the organ system and meridian network, as well as healing sounds, paving the way to a deeper connection with one’s spiritual practice. Here you’ll learn which emotions are stored in specific organs, along with practices to draw in Qi to awaken and empower your bodymind. As you engage in these practices, you’ll unleash the virtuous qualities of every internal organ: courage, kindness, resilience, and much more. Building to the final three meditations, you’ll be guided to awaken particular aspects of the mind and their related virtues, including: • The Six Healing Sounds to awaken Higher Mind for goodwill • The Twelve Meridian Empowerment to awaken Pure Mind for benevolence • Huo Lu Gong Spirit Cultivation to awaken Spirit for peace “Our bodies contain the virtues that our world needs,” shares Robert Peng. Meditation is a powerful means to awaken these qualities and harmonize our connection to the world. When suffused with Qi, every cell becomes charged with vitality and benevolence—and you will radiate this nourishing energy wherever you go.
This book chronicles the dramatic events that have taken place since China opened up to the world in 1978 and adopted a policy of economic reform. It records how economic policies were drafted between 1978 and 1991, brought into law, initiated and then im
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