Favorite examples for applications of dynamic programming? Mine are sequence alignment/BLAST in bioinformatics, but I'm sure there are many of which I am not aware in other fields.
Image stitching is pretty fun!
Dynamic Progamming: First Principles
11–20 of 102 posts
Re: Dynamic Progamming: First Principles
#12While dynamic programming is taught in almost all algorithms classes, I think I finally grokked it after implementing it in a few practice problems. Would strongly recommend giving a few exercises listed here a shot: https://leetcode.com/tag/dynamic-programming/
Re: Dynamic Progamming: First Principles
#13In O.R. graduate School, Professor Gene Woolsey told us that he'd rise from the grave and stand on our desks screaming 'No!No!No!' if we ever actually used it to solve a practical problem. IIRC, his complaints were about the speed of formulation, difficulty to understand and communicate the model to others, and the processing required to regenerate answers when the model changed. I believe Optiant used Dynamic Progra…
Re: Dynamic Progamming: First Principles
#14Favorite examples for applications of dynamic programming? Mine are sequence alignment/BLAST in bioinformatics, but I'm sure there are many of which I am not aware in other fields.
Re: Dynamic Progamming: First Principles
#15While dynamic programming is taught in almost all algorithms classes, I think I finally grokked it after implementing it in a few practice problems. Would strongly recommend giving a few exercises listed here a shot: https://leetcode.com/tag/dynamic-programming/
Re: Dynamic Progamming: First Principles
#16Favorite examples for applications of dynamic programming? Mine are sequence alignment/BLAST in bioinformatics, but I'm sure there are many of which I am not aware in other fields.
Line breaking. The Knuth-Plass algorithm I implemented is my all-time favorite piece of code.
Re: Dynamic Progamming: First Principles
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Re: Dynamic Progamming: First Principles
#18> Memorisation It is memoization, not memorisation! Although for two weeks in algorithms class I did in fact think our prof was just pronouncing memorize in a cutesy manner.
Re: Dynamic Progamming: First Principles
#19In O.R. graduate School, Professor Gene Woolsey told us that he'd rise from the grave and stand on our desks screaming 'No!No!No!' if we ever actually used it to solve a practical problem. IIRC, his complaints were about the speed of formulation, difficulty to understand and communicate the model to others, and the processing required to regenerate answers when the model changed. I believe Optiant used Dynamic Progra…
What were you supposed to use instead? My impression is that dynamic programming is sometimes sluggish but often better than the alternatives.
Re: Dynamic Progamming: First Principles
#20Favorite examples for applications of dynamic programming? Mine are sequence alignment/BLAST in bioinformatics, but I'm sure there are many of which I am not aware in other fields.