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Bayesian Optimization
Bayesian optimization is a methodology for optimizing expensive objective functions that has proven success in the sciences, engineering, and beyond. This timely text provides a self-contained and comprehensive introduction to the subject, starting from scratch and carefully developing all the key ideas along the way. This bottom-up approach illuminates unifying themes in the design of Bayesian optimization algorithms and builds a solid theoretical foundation for approaching novel situations. The core of the book is divided into three main parts, covering theoretical and practical aspects of Gaussian process modeling, the Bayesian approach to sequential decision making, and the realization and computation of practical and effective optimization policies. Following this foundational material, the book provides an overview of theoretical convergence results, a survey of notable extensions, a comprehensive history of Bayesian optimization, and an extensive annotated bibliography of applications.
Reflections
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Food Safety and Quality Systems in Developing Countries
Food Safety and Quality Systems in Developing Countries: Volume III: Technical and Market Considerations is a practical resource for companies seeking to supply food products from developing countries to developed country markets or to transnational business located in developing countries. It explores practical approaches to complying with food safety and quality systems requirements, backed by the science-based approaches used in the major markets applied in a developing country context. It explores the topic from the perspective of agribusiness value chains and includes deconstructions of regulatory and market channel-specific technical requirements in North America, Europe, and other maj...
Jamaican Juice
Jamaican immigrant Ray Moore has only one objective when he moves to New York—to make enough money so he can help his brother, Rudy, receive cancer treatments in Kingston. Despite his best efforts, Rudy is only getting worse. When Ray receives an offer he cannot refuse, everything changes as he leaves his job as a hotel dishwasher and embarks on a dangerous path into the world of drug dealing. It has been a year since Marisha Craskell was forced to drop out of university and become a bartender. When she receives an anonymous text offering her full financial support to return to college, Marisha is left wondering who the author is and whether she should accept his invitation to go on a date with him. But what Marisha does not know is that a phone call is about to propel her down a new path. Malik Brenner never thought his cousin, D’angelo, would find his way to the United States from Jamaica. But when he opens the door to him, Malik soon discovers that the decision to open the door comes with enormous consequences. Jamaican Juice shares three short stories that explore the reality of immigrants in the United States as each battles their own unique challenges.
East Coast NHLers
The stories of the lives and careers of players from the Maritimes and Newfoundland
