in reply to Re^2: Brute force vs algorithm (PWC # 100)
in thread Brute force vs algorithm (PWC # 100)

If "a" minimal path is wanted (and not all) it sort of looks the same :)

#!/usr/bin/perl use strict; # https://perlmonks.org/?node_id=11128406 use warnings; use List::Util qw( reduce ); local $_ = <<END; 1 2 4 6 4 9 5 1 7 2 END my @d = map [ split ], split /\n/; my %cache; print path(0, 0), "\n"; sub path { my ($r, $c) = @_; $cache{"@_"} //= $r < $#d ? $d[$r][$c] . ' + ' . reduce { eval $a <= eval $b ? $a : $b } path($r+1, $c), path($r+1, $c+1) : $d[$r][$c] }

Outputs:

1 + 2 + 4 + 1

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Re^4: Brute force vs algorithm (PWC # 100)
by LanX (Saint) on Feb 16, 2021 at 03:42 UTC
    Here, my take on this,(a variation from that solution)

    • it calculates best cost and path for both test cases.
    • for one "pathological" triangle with 100 rows with all cells 1
    • for one "random" triangle with 100 rows and random entries

    Our approaches are not that different, your dynamic "cache" is just my explicit "weight" triangle.

    And you are needing more resources for recursion and hash.

    But you could improve it by adding bound criteria (i.e. no need to calculate a subtree if it has no chance to be better than the current minimum).

    edit

    Though I'm not sure this will pay of, my algorithm is already O(m) with m #cells.

    Cheers Rolf
    (addicted to the Perl Programming Language :)
    Wikisyntax for the Monastery

      For people who don't like recursion and hashes :)

      #!/usr/bin/perl use strict; # https://perlmonks.org/?node_id=11128406 use warnings; use List::Util qw( reduce ); local $_ = <<END; 1 2 4 6 4 9 5 1 7 2 END my @d = map [ split ], split /\n/; for my $r ( reverse 0 .. $#d - 1 ) { for my $c ( 0 .. $r ) { $d[$r][$c] .= ' + ' . reduce { eval $a <= eval $b ? $a : $b } $d[$r+1][$c], $d[$r+1][$c+1]; } } print "$d[0][0]\n";

        Or for a big mess, compute the score and the path simultaneously :)

        #!/usr/bin/perl use strict; # https://perlmonks.org/?node_id=11128406 use warnings; use List::Util qw( reduce min ); local $_ = <<END; 1 2 4 6 4 9 5 1 7 2 END my @d = map [ split ], split /\n/; $d[$#d][$_] = [ $d[$#d][$_], $d[$#d][$_] ] for 0 .. $#d; for my $r ( reverse 0 .. $#d - 1 ) { for my $c ( 0 .. $r ) { $d[$r][$c] = [ $d[$r][$c] + min( $d[$r+1][$c][0], $d[$r+1][$c+1][0 +]), "$d[$r][$c] + " . (reduce { $a->[0] <= $b->[0] ? $a : $b } $d[$r+1][$c], $d[$r+1][$c+1])->[1] ]; } } print "value $d[0][0][0] path $d[0][0][1]\n";

        Outputs:

        value 8 path 1 + 2 + 4 + 1