Insight-Driven Problem Solving: Analytics Science to Improve the World [Hardcover]

An intriguing tour of the main ideas in analytics and how they have impacted the world around us.Insights from analytics science have had large-scale impact on improving public policies, reducing crime, addressing climate change, controlling pandemics, and reducing disruption in supply chains. This accessible book shows how combining AI, data science, OR, optimization, statistics, and economics has made the world a better place.Insights from analytics science have had large-scale impact on improving public policies, reducing crime, addressing climate change, controlling pandemics, and reducing disruption in supply chains. This accessible book shows how combining AI, data science, OR, optimization, statistics, and economics has made the world a better place.Improving public policies, creating the next generation of AI systems, reducing crime, making hospitals more efficient, addressing climate change, controlling pandemics, and reducing disruption in supply chains are all problems where big picture ideas from analytics science have had large-scale impact. What are those ideas? Who came up with them? Will insights from analytics science help solve even more daunting societal challenges? This book takes readers on an engaging tour of the evolution of analytics science and how it brought together ideas and tools from many different fields  AI, machine learning, data science, OR, optimization, statistics, economics, and more  to make the world a better place. Using these ideas and tools, big picture insights emerge from simplified settings that get at the essence of a problem, leading to superior approaches to complex societal issues. A fascinating read for anyone interested in how problems can be solved by leveraging analytics.Introduction; 1. The big picture of analytics science; 2. Artificial intelligence and machine learning; 3. Queueing theory and resource allocation; 4. Game theory and mechanism design; 5. Linear and nonlinear mathematical programming; 6. Dynamicl3J