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With this challenge, we focus on summation algorithms of floating point numbers in different precisions with the goal to use the lowest possible precision without losing too much of the accuracy of the end result. This problem arises in high-performance computing as lower precision can be computed...
Gerd Gigerenzer (Reference Gigerenzer and Viale2017) – a psychologist who has studied the use of bounded rationality and heuristics in decision making – has argued that there are three different understandings of the term ‘bounded rationality’ in the economics literature. The first understanding i...
Most proofs are computer-based and make use of the most recent universal-algebraic theory about the complexity of finite-domain CSPs. However, further ideas are required because of the huge number of orientations of trees. In particular, we use the well-known fact that it suffices to study...
Rather, it was held in abeyance for use only in situations that demanded it[1]. Whether you would need it or not all depended on the context. My opening proposition in the article was, “Two models are better than one.” The bottom line after another four decades of experience, reading...
It allows us to divide the problem space into different categories and optimize for them individually, instead of trying to create a one-size-fits-all solution. Let’s dive into some of the heuristics we currently use in production during this step: Single-line vs. Multi-line requests The ...
Jakob Nielsen’s 10 general principles for interaction design, or simply ‘heuristics’, are almost as old as the study of user experience itself. The broad set of principles provide a UX designer ten boxes to check that reveal important insights which all come into play while designing and en...
These algorithms include accuracy or expertise-weighted aggregation of individual inputs and implicit or explicit coordination of cognition and behaviour towards division of labour. These mechanisms can be implemented either as ‘cognitive algebra’, executed mainly within the mind of an individual or by...
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