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However, all existing work to our knowledge implements a greedy heuristic algorithm with no explicit objective function.
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But in the past two years, protecting the region from sea-level rise has become an explicit objective.
Standing up for that as an explicit objective, with policies to bring it about, isn't a sign of weakness; it's a sign of strength.
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In a vast array of proposals across a 250-page report, the commission also calls for more performance-related pay for teachers and a requirement that free schools have an explicit objective of narrowing education attainment gaps, and urges ministers to drop "the strivers versus shirkers rhetoric", which it says undermines support for welfare spending.
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Many machine learning tasks involve solving complex optimization problems, such as working on non-differentiable, non-continuous, and non-unique objective functions; in some cases it can prove difficult to even define an explicit objective function.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com