sort_heap complexity guarantee
François Dumont
frs.dumont@gmail.com
Mon Oct 6 21:00:00 GMT 2014
On 05/10/2014 22:54, Marc Glisse wrote:
> On Sun, 5 Oct 2014, François Dumont wrote:
>
>> I took a look at PR 61217 regarding pop_heap complexity guarantee.
>> Looks like we have no test to check complexity of our algos so I
>> start writing some starting with the heap operations. I found no
>> issue with make_heap, push_heap and pop_heap despite what the bug
>> report is saying however the attached testcase for sort_heap is failing.
>>
>> Standard is saying std::sort_heap shall use less than N * log(N)
>> comparisons but with my test using 1000 random values the test is
>> showing:
>>
>> 8687 comparisons on 6907.76 max allowed
>>
>> Is this a known issue of sort_heap ? Do you confirm that the test
>> is valid ?
>
> I would first look for confirmation that the standard didn't just
> forget a big-O or something. I would expect an implementation as n
> calls to pop_heap to be legal, and if pop_heap makes 2*log(n)
> comparisons, that naively sums to too much. And I don't expect the
> standard to contain an advanced amortized analysis or anything like
> that...
>
Good point, with n calls to pop_heap it means that limit must be
2*log(1) + 2*log(2) +... + 2*log(n) which is 2*log(n!) and which is
also necessarily < 2*n*log(n). I guess Standard comittee has forgotten
the factor 2 in the limit so this is what I am using as limit in the
final test, unless someone prefer the stricter 2*log(n!) ?
Ok to commit those new tests ?
2014-10-06 François Dumont <fdumont@gcc.gnu.org>
* testsuite/util/testsuite_counter_type.h
(counter_type::operator<(const counter_type&)): Update
less_compare_count when called.
* testsuite/25_algorithms/make_heap/complexity.cc: New.
* testsuite/25_algorithms/pop_heap/complexity.cc: New.
* testsuite/25_algorithms/push_heap/complexity.cc: New.
* testsuite/25_algorithms/sort_heap/complexity.cc: New.
Tested under Linux x86_64.
François
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