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While technology is developing at a fast pace, urban planners and cities are still behind in finding effective ways to use technology to address citizen’s needs. Multiple aspects of sustainable urbanism are brought together in this book, along with advanced technologies and their connections to urban planning and management. It integrates urban studies, smart cities, AI, IoT, remote sensing, and GIS. Highlights include land use planning, spatial planning, and ecosystem-based information to improve economic opportunities. Urban planners and engineers will understand the use of AI in disaster management and the use of GIS in finding suitable landfill sites for sustainable waste management. Features Explains the process of urban heritage conservation, including the process of urban renewal and its regeneration and the role of citizens in urban renewal, planning, and management. Includes several case studies highlighting urban environmental problems and challenges in developed and developing countries and the ways for converting urban areas into smart cities. Focuses on urban resources, the supply of energy in smart cities, and their proper management practices. Introduces the role of remote sensing, GIS, and IoT in making a smart city and meeting sustainable goals. Analyzes unique case studies, their challenges and obstacles, and proposes a set of factors to understanding smart city initiatives and projects.
The book provides detailed descriptions, including more than 550 mathematical formulas, for more than 150 trading strategies across a host of asset classes and trading styles. These include stocks, options, fixed income, futures, ETFs, indexes, commodities, foreign exchange, convertibles, structured assets, volatility, real estate, distressed assets, cash, cryptocurrencies, weather, energy, inflation, global macro, infrastructure, and tax arbitrage. Some strategies are based on machine learning algorithms such as artificial neural networks, Bayes, and k-nearest neighbors. The book also includes source code for illustrating out-of-sample backtesting, around 2,000 bibliographic references, and more than 900 glossary, acronym and math definitions. The presentation is intended to be descriptive and pedagogical and of particular interest to finance practitioners, traders, researchers, academics, and business school and finance program students.
A riveting look at the real reasons Americans feel inadequate in the face of their dreams, and a call to celebrate how we support one another in the service of family and work in our daily life. Jay's days are filled with back-to-back meetings, but he always leaves work in time to pick his daughter up from swimming at 7pm, knowing he'll be back on his laptop later that night. Linda thinks wistfully of the treadmill in her garage as she finishes folding the laundry that's been in the dryer for the last week. Rebecca sits with one child in front of a packet of math homework, while three others clamor for her attention. In Dreams of the Overworked, Christine M. Beckman and Melissa Mazmanian offer vivid sketches of daily life for nine families, capturing what it means to live, work, and parent in a world of impossible expectations, now amplified unlike ever before by smart devices. We are invited into homes and offices, where we recognize the crushing pressure of unraveling plans, and the healing warmth of being together. Moreover, we witness the constant planning that goes into a "good" day, often with the aid of phones and apps. Yet, as technologies empower us to do more, they also promise limitless availability and connection. Checking email on the weekend, monitoring screen time, and counting steps are all part of the daily routine. The stories in this book challenge the seductive myth of the phone-clad individual, by showing that beneath the plastic veneer of technology is a complex, hidden system of support—our dreams being scaffolded by retired in-laws, friendly neighbors, spouses, and paid help. This book makes a compelling case for celebrating the structures that allow us to strive for our dreams, by supporting public policies and community organizations, challenging workplace norms, reimagining family, and valuing the joy of human connection.
Life sometimes seems illogical. Individuals do strange things: take drugs, have unprotected sex, mug each other. Love seems irrational, and so does divorce. On a larger scale, life seems no fairer or easier to fathom: Why do some neighborhoods thrive and others become ghettos? Why is racism so persistent? Why is your idiot boss paid a fortune for sitting behind a mahogany altar? Thorny questions–and you might be surprised to hear the answers coming from an economist. But award-winning journalist Tim Harford likes to spring surprises. In this deftly reasoned book, he argues that life is logical after all. Under the surface of everyday insanity, hidden incentives are at work, and Harford shows these incentives emerging in the most unlikely places.