Min Zhao

Qi Zhou

Jiexiang Hu

Mengying Ma

This book investigates two types of static multi-fidelity surrogates modeling approaches, sequential multi-fidelity surrogates modeling approaches, the multi-fidelity surrogates-assisted efficient global optimization, reliability analysis, robust design optimization, and evolutionary optimization. Multi-fidelity surrogates have attracted a significant amount of attention in simulation-based design and optimization in recent years. Some real-life engineering design problems, such as prediction of angular distortion in the laser welding, optimization design of micro-aerial vehicle fuselage, and optimization design of metamaterial vibration isolator, are also provided to illustrate the ability and merits of multi-fidelity surrogates in support of engineering design. Specifically, lots of illustrative examples are adopted throughout the book to help explain the approaches in a more “hands-on” manner. This book is a useful reference for postgraduates and researchers of mechanical engineering, as well as engineers of enterprises in related fields.

Modeling, Optimization and Applications

Multi-fidelity Surrogates

Li Zhang

Richard LeGates

China’s urbanization is one of the great earth-changing phenomena of recent times. The way in which China continues to urbanize will have a critical impact on the world economy, global climate change, international relations and a host of other critical issues. Understanding and responding to China’s urbanization is of paramount importance to everyone. This book represents a unique exploration of the demographic, spatial, economic and social aspects of China’s urban transformation. Based on years of fieldwork and data analysis from different types of cities and towns in every region of China, the authors present a detailed description of how China has urbanized since 1978 and an original theory about the way in which top-down and bottom-up policies have impacted urbanization. They describe China’s on-going urbanization process as a ‘double-dual’ transformation from a planned economy to a more market-oriented one and from a concern with the quantity to the quality of urbanization. In doing so, the authors provide the most comprehensive and up-to-date book on Chinese urbanization to date. This scholarly study will appeal to academics and practitioners, including professors and postgraduate students of urban studies, planning, geography, Asian studies, and other social science disciplines and professional fields concerned with cities and urban development. Professionals involved in international development, particularly in China and elsewhere in Asia, will be particularly interested in the book.

The Great Demographic, Spatial, Economic, and Social Transformation

Understanding China's Urbanization

Min Zhao

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