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IDeA Labs: Information & Decision Algorithms Laboratories

Welcome to BYU's Information and Decision Algorithms Laboratories (IDeA Labs). This interdisciplinary network of university and industrial laboratories is an incubator for our group's focused exploration into the mathematical and computational structure of scientific processes. Our goal is to better understand methods for making decisions from data, and the laboratories offer a variety of contexts from which to study these processes.

 


Independent of any particular application, there are fundamental relationships between information, uncertainty, and complexity that govern the transformation of data into useful decisions. Aspects of these relationships have been studied from various perspectives by different disciplines. IDeA Labs collects relevant ideas from any discipline and characterizes the fundamental processes and limitations inherent in making decisions from data. As a result, much of the application-relevant learning gained from the IDeA Labs feeds the theoretical development carried on by the research group, and its work then shapes the core curriculum for students as they prepare themselves to be accomplished problem solvers.



Practical applications give students concrete examples for understanding fundamental principles and limitations when making decisions from data. The laboratories provide experimental testbeds, grouped by theme, from which researchers and industrial partners organize projects and define productive research directions leading to deeper foundational understanding.

One of the aspects of IDeA Labs that makes it a unique educational experience for students is our tight relationship with industry. Student researchers operate as Industry Externs, developing theoretical and computational tools relevant to our Partner's challenges. The group sharpens its collective expertise on real problems from a variety of contexts. Students graduate ready to tackle the next generation of science and industry's most pressing problems.

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