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No previous attempts to make music by computer – and there have been many, dating back to the early days of computation – have been afforded such serious attention.
The global optimal solution is obtained after 54 calling times of the original model, and 92 h (3.84 days) of computation on a 96-core cluster.
Some fun statistics: – The factorization took, in total, about 1745 hours, or a bit less than 73 days, of computation.
The prospects with many days of computation are not the same as with a few hours.
Iterating the three-dimensional combustion model to equilibrium state required between 3, 500 and 4, 000 non-linear iterations and between three and three and a half days of computation time.
By using CPLEX optimization solver to the optimization models in [9], we find that optimal solution can only be obtained for small network (less than 30 nodes) in days of computation.
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Within about a day of computation, it came up with a number of different designs, some of them infringing on patents in this area.
Thus we both reduced the computation time and adjusted for day-of-week effects (both purely temporal and spatial day-of-week effects).
The clinicians in the study reported that the RTCDSS saved them hours, even several days, of analysis by providing instant computation of the relevant parameters.
Turing machines are to this day a central object of study in theory of computation.
In the very early days when computation was literally billions of times more expensive than it is today, programmers sometimes used shorter keys to accommodate underpowered computers – but today, the best technical practice is to use keys of sufficient length as to make it impractical for anyone to break them through brute force.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com