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JuliaIntervals / TaylorModels.jl

Rigorous function approximation using Taylor models in Julia
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Add benchmark suite #35

Closed mforets closed 5 years ago

mforets commented 5 years ago

See eg. Tables 3-6 in AGK18.

mforets commented 5 years ago

We've worked out the reference values for those benchmarks using SDP, since i didn't find them in that paper, see TaylorModels_Benchmark_RefValues. In a PR to come we've evaluated the range of each polynomial with and without normalization, to measure accuracy and speed. This sets up the ground to compare with other approaches, such as brand and bound, interval arithmetic, etc.

CC: @Aadesha

dpsanders commented 5 years ago

Great! I suggest adding timings in the notebook, and saving the results to a DataFrame or similar.

lbenet commented 5 years ago

Excellent! Looking forward to the PR

mforets commented 5 years ago

Done in https://github.com/JuliaIntervals/TaylorModels.jl/pull/50.