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  3. What's the most challenging algorithm you've ever faced

What's the most challenging algorithm you've ever faced

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  • B BillWoodruff

    true love

    «One day it will have to be officially admitted that what we have christened reality is an even greater illusion than the world of dreams.» Salvador Dali

    H Offline
    H Offline
    honey the codewitch
    wrote on last edited by
    #9

    Treating love like an algorithm might have something to do with it. :laugh:

    Real programmers use butterflies

    B 1 Reply Last reply
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    • B BillWoodruff

      true love

      «One day it will have to be officially admitted that what we have christened reality is an even greater illusion than the world of dreams.» Salvador Dali

      D Offline
      D Offline
      Daniel Pfeffer
      wrote on last edited by
      #10

      Obligatory [xkcd: Useless](https://xkcd.com/55/)

      Freedom is the freedom to say that two plus two make four. If that is granted, all else follows. -- 6079 Smith W.

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      • H honey the codewitch

        Treating love like an algorithm might have something to do with it. :laugh:

        Real programmers use butterflies

        B Offline
        B Offline
        BillWoodruff
        wrote on last edited by
        #11

        When "true love" is your patient, then, doctor, treatment "primum non nocere" is even more critical. I find it fascinating that the original sigil of the Asclepian healing cult had only onw serpent twining around the staff, not two (as on the Caduceus of Mercury).

        «One day it will have to be officially admitted that what we have christened reality is an even greater illusion than the world of dreams.» Salvador Dali

        1 Reply Last reply
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        • B BillWoodruff

          true love

          «One day it will have to be officially admitted that what we have christened reality is an even greater illusion than the world of dreams.» Salvador Dali

          Greg UtasG Offline
          Greg UtasG Offline
          Greg Utas
          wrote on last edited by
          #12

          Given these truths: o Time is money. o Money is the root of all evil. o Girls cost time and money. We obtain

          time = money
          _____
          money = V evil

          girls = time x money

          girls = money x money
          _____ _____
          girls = V evil x V evil

          girls = evil

          Robust Services Core | Software Techniques for Lemmings | Articles
          The fox knows many things, but the hedgehog knows one big thing.

          <p><a href="https://github.com/GregUtas/robust-services-core/blob/master/README.md">Robust Services Core</a>
          <em>The fox knows many things, but the hedgehog knows one big thing.</em></p>

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          • H honey the codewitch

            ... that you can explain the purpose of in one (reasonable) line, say a sentence or two brief ones. Mine is implementing a 2D polygon fill algorithm on a write only display device. I know how in theory - vaguely - to do it, but it's mind bending to attempt in practice, and I say that as someone who writes old-school table based LR parsers. UPDATE: Randor humbled me. There's an easy way to do this. I even knew about it at one point but blanked on it here. I am very grateful, despite feeling a little foolish. My most complicated algo... probably GLR parsing. In terms of ones I haven't solved - there's one that should be simple but I can never get it right -> converting an NFA or DFA state machine into a regular expression.

            Real programmers use butterflies

            S Offline
            S Offline
            Super Lloyd
            wrote on last edited by
            #13

            Mine, and I have not completed it after a few years.. :/ :-O Is to do 2D shape (bordered by bezier line) intersection...

            A new .NET Serializer All in one Menu-Ribbon Bar Taking over the world since 1371!

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            • Greg UtasG Greg Utas

              Given these truths: o Time is money. o Money is the root of all evil. o Girls cost time and money. We obtain

              time = money
              _____
              money = V evil

              girls = time x money

              girls = money x money
              _____ _____
              girls = V evil x V evil

              girls = evil

              Robust Services Core | Software Techniques for Lemmings | Articles
              The fox knows many things, but the hedgehog knows one big thing.

              D Offline
              D Offline
              Daniel Pfeffer
              wrote on last edited by
              #14

              You forgot the branch cut - a square root has two solutions. This gives us:

              time = money
              _____
              money = ± V evil

              girls = time x money

              girls = money x money
              _____ _____
              girls = ± V evil x ± V evil

              girls = ± evil

              This is closer to the real world, in that: 1. Money may be either positive (credit) or negative (debit) 2. Some girls are good :D

              Freedom is the freedom to say that two plus two make four. If that is granted, all else follows. -- 6079 Smith W.

              1 Reply Last reply
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              • H honey the codewitch

                ... that you can explain the purpose of in one (reasonable) line, say a sentence or two brief ones. Mine is implementing a 2D polygon fill algorithm on a write only display device. I know how in theory - vaguely - to do it, but it's mind bending to attempt in practice, and I say that as someone who writes old-school table based LR parsers. UPDATE: Randor humbled me. There's an easy way to do this. I even knew about it at one point but blanked on it here. I am very grateful, despite feeling a little foolish. My most complicated algo... probably GLR parsing. In terms of ones I haven't solved - there's one that should be simple but I can never get it right -> converting an NFA or DFA state machine into a regular expression.

                Real programmers use butterflies

                L Offline
                L Offline
                Lost User
                wrote on last edited by
                #15

                honey the codewitch wrote:

                Mine is implementing a 2D polygon fill algorithm

                Are you saying that the most complex algorithm you've ever implemented is a depth-first/breadth-first traversal? Or am I misunderstanding something. I glanced through your latest articles but didn't see anything mentioned. I guess the most complicated I've dealt with is noisy sparse signals recovery using Kalman filter[^] variants while I was working at Marine Technologies[^] circa ~2006. Kalman wasn't even the hard part... the underlying Gaussian mixture model[^] was where all the magic really happens. The reason it's considered difficult is because it's an approximation and there is always a better approximation to be found. We had to hire a mathematics professor from Norway as a consultant to help. Math is hard. Best Wishes, -David Delaune

                H 1 Reply Last reply
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                • L Lost User

                  honey the codewitch wrote:

                  Mine is implementing a 2D polygon fill algorithm

                  Are you saying that the most complex algorithm you've ever implemented is a depth-first/breadth-first traversal? Or am I misunderstanding something. I glanced through your latest articles but didn't see anything mentioned. I guess the most complicated I've dealt with is noisy sparse signals recovery using Kalman filter[^] variants while I was working at Marine Technologies[^] circa ~2006. Kalman wasn't even the hard part... the underlying Gaussian mixture model[^] was where all the magic really happens. The reason it's considered difficult is because it's an approximation and there is always a better approximation to be found. We had to hire a mathematics professor from Norway as a consultant to help. Math is hard. Best Wishes, -David Delaune

                  H Offline
                  H Offline
                  honey the codewitch
                  wrote on last edited by
                  #16

                  It's just not depth first or breadth first traversal - that part is easy. I think you're thinking of a flood fill algorithm, which won't work on a write only device because you need to read the pixel data. It also won't work if you try to draw a filled polygon over existing draws. What I need to do for example: _/\_ \__/ Say that's my poly here /\ I need to go top to bottom, left to right from the beginning of each point of the left line to each point on the right line, across. I also need to sort the points so I can figure out where to start drawing.

                  Real programmers use butterflies

                  L 1 Reply Last reply
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                  • H honey the codewitch

                    It's just not depth first or breadth first traversal - that part is easy. I think you're thinking of a flood fill algorithm, which won't work on a write only device because you need to read the pixel data. It also won't work if you try to draw a filled polygon over existing draws. What I need to do for example: _/\_ \__/ Say that's my poly here /\ I need to go top to bottom, left to right from the beginning of each point of the left line to each point on the right line, across. I also need to sort the points so I can figure out where to start drawing.

                    Real programmers use butterflies

                    L Offline
                    L Offline
                    Lost User
                    wrote on last edited by
                    #17

                    Hi, A few more questions; 1.) Does your algorithm support polygons with holes[^]? 2.) Did you invent something new or implement an existing algorithm? 3.) Where can I find your work? I'd like to look at it. Best Wishes, -David Delaune

                    H 2 Replies Last reply
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                    • L Lost User

                      Hi, A few more questions; 1.) Does your algorithm support polygons with holes[^]? 2.) Did you invent something new or implement an existing algorithm? 3.) Where can I find your work? I'd like to look at it. Best Wishes, -David Delaune

                      H Offline
                      H Offline
                      honey the codewitch
                      wrote on last edited by
                      #18

                      1. Heck no!* 2. I haven't been able to implement the algorithm. It is described at tutorialspoint somewhere but no implementation 3. I'll publish it here when I solve it. Sorry if my OP implied I solved it. I did not mean to. If I had solved it I'd have found something else to get stuck on by now. :laugh: * adding, there's no way to even describe it with my API, except you should be able to approximate any polygon with holes by one without one that loops back on itself - as long as it's filled you won't be able to tell the difference.

                      Real programmers use butterflies

                      1 Reply Last reply
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                      • L Lost User

                        Hi, A few more questions; 1.) Does your algorithm support polygons with holes[^]? 2.) Did you invent something new or implement an existing algorithm? 3.) Where can I find your work? I'd like to look at it. Best Wishes, -David Delaune

                        H Offline
                        H Offline
                        honey the codewitch
                        wrote on last edited by
                        #19

                        I just figured out a much easier way in theory to do it. Just scale the thing smaller and smaller by 1 pixel in any direction and keep redrawing it until you get down to a single point. Unfortunately, in practice this won't work - the way the bresenham line drawing algo works it will leave little holes in the result. *sadface*

                        Real programmers use butterflies

                        L 1 Reply Last reply
                        0
                        • H honey the codewitch

                          ... that you can explain the purpose of in one (reasonable) line, say a sentence or two brief ones. Mine is implementing a 2D polygon fill algorithm on a write only display device. I know how in theory - vaguely - to do it, but it's mind bending to attempt in practice, and I say that as someone who writes old-school table based LR parsers. UPDATE: Randor humbled me. There's an easy way to do this. I even knew about it at one point but blanked on it here. I am very grateful, despite feeling a little foolish. My most complicated algo... probably GLR parsing. In terms of ones I haven't solved - there's one that should be simple but I can never get it right -> converting an NFA or DFA state machine into a regular expression.

                          Real programmers use butterflies

                          Greg UtasG Offline
                          Greg UtasG Offline
                          Greg Utas
                          wrote on last edited by
                          #20

                          I was slow to reply because I guess algorithm implies a fairly contained piece of code. So I'd say it was an event dispatcher for telecom state machines. It wasn't so much the algorithm, but the design around it. When you add lots of supplementary services to a basic call, building One Big State Machine creates a Big Ball of Mud. To keep the state machines separate, they run in an event-routing framework that allows state transitions to be announced, overridden, and/or supplemented. Chain of Responsibility plays a role in instantiating the state machines. The algorithm for this was implemented in the state machine base class. I've thought about writing an article about it, but I doubt it would have much value because I haven't heard of another domain that requires this kind of solution.

                          Robust Services Core | Software Techniques for Lemmings | Articles
                          The fox knows many things, but the hedgehog knows one big thing.

                          <p><a href="https://github.com/GregUtas/robust-services-core/blob/master/README.md">Robust Services Core</a>
                          <em>The fox knows many things, but the hedgehog knows one big thing.</em></p>

                          H 1 Reply Last reply
                          0
                          • Greg UtasG Greg Utas

                            I was slow to reply because I guess algorithm implies a fairly contained piece of code. So I'd say it was an event dispatcher for telecom state machines. It wasn't so much the algorithm, but the design around it. When you add lots of supplementary services to a basic call, building One Big State Machine creates a Big Ball of Mud. To keep the state machines separate, they run in an event-routing framework that allows state transitions to be announced, overridden, and/or supplemented. Chain of Responsibility plays a role in instantiating the state machines. The algorithm for this was implemented in the state machine base class. I've thought about writing an article about it, but I doubt it would have much value because I haven't heard of another domain that requires this kind of solution.

                            Robust Services Core | Software Techniques for Lemmings | Articles
                            The fox knows many things, but the hedgehog knows one big thing.

                            H Offline
                            H Offline
                            honey the codewitch
                            wrote on last edited by
                            #21

                            I could see it in a message passer system like that used in microkernel operating systems.

                            Real programmers use butterflies

                            1 Reply Last reply
                            0
                            • H honey the codewitch

                              I just figured out a much easier way in theory to do it. Just scale the thing smaller and smaller by 1 pixel in any direction and keep redrawing it until you get down to a single point. Unfortunately, in practice this won't work - the way the bresenham line drawing algo works it will leave little holes in the result. *sadface*

                              Real programmers use butterflies

                              L Offline
                              L Offline
                              Lost User
                              wrote on last edited by
                              #22

                              Well, That doesn't really make any sense. I don't understand the technical issues you are encountering. Drawing, filling and scaling 2D polygons is exceedingly trivial. Based on what you have said I see the following requirements: 1.) You are only supporting simple polygons[^]. 2.) You need to write to the video device in a scanline pattern[^]. 3.) You cannot read pixels. 4.) You have not stated why you can't draw in a frame buffer. But I will assume that you either can't or are unwilling. So I don't think that you can use the Nonzero-rule[^]. But you could use the even–odd rule[^]. Some other things for you to read for scaling your polygons: Dot product[^] Best Wishes, -David Delaune

                              H 2 Replies Last reply
                              0
                              • L Lost User

                                Well, That doesn't really make any sense. I don't understand the technical issues you are encountering. Drawing, filling and scaling 2D polygons is exceedingly trivial. Based on what you have said I see the following requirements: 1.) You are only supporting simple polygons[^]. 2.) You need to write to the video device in a scanline pattern[^]. 3.) You cannot read pixels. 4.) You have not stated why you can't draw in a frame buffer. But I will assume that you either can't or are unwilling. So I don't think that you can use the Nonzero-rule[^]. But you could use the even–odd rule[^]. Some other things for you to read for scaling your polygons: Dot product[^] Best Wishes, -David Delaune

                                H Offline
                                H Offline
                                honey the codewitch
                                wrote on last edited by
                                #23

                                You know I've even read about that technique years ago, and for some reason I completely overlooked it - it went down the memory hole. I'm not entirely sure even-odd will work until I try it, but I'll certainly try it. Thanks in advance, even if it leaves me feeling like a bit of an idiot. I'll take it if it means a solution. :)

                                Real programmers use butterflies

                                L 1 Reply Last reply
                                0
                                • H honey the codewitch

                                  You know I've even read about that technique years ago, and for some reason I completely overlooked it - it went down the memory hole. I'm not entirely sure even-odd will work until I try it, but I'll certainly try it. Thanks in advance, even if it leaves me feeling like a bit of an idiot. I'll take it if it means a solution. :)

                                  Real programmers use butterflies

                                  L Offline
                                  L Offline
                                  Lost User
                                  wrote on last edited by
                                  #24

                                  honey the codewitch wrote:

                                  it leaves me feeling like a bit of an idiot

                                  You are obviously not an idiot, but rather experimenting with geometry and probably never looked here before. Everyone is clueless when they poke around in an unfamiliar topic. Everybody is standing on the shoulders of giants and very rarely do you find a human that generates something new. That's why I wanted to see what you created, I wanted to see if it was something new. Anyway, I forgot to mention why you probably can't use the nonzero-rule. It works by summing the angles which means it would need to use a minimum of 3 rows. The even–odd rule would allow you to cast a single photon (ray of light) across one scanline and simply check for even/odd values. I would recommend testing this stuff on your desktop and get out of that restrained environment during the test development. Good luck, -David Delaune

                                  H 1 Reply Last reply
                                  0
                                  • L Lost User

                                    honey the codewitch wrote:

                                    it leaves me feeling like a bit of an idiot

                                    You are obviously not an idiot, but rather experimenting with geometry and probably never looked here before. Everyone is clueless when they poke around in an unfamiliar topic. Everybody is standing on the shoulders of giants and very rarely do you find a human that generates something new. That's why I wanted to see what you created, I wanted to see if it was something new. Anyway, I forgot to mention why you probably can't use the nonzero-rule. It works by summing the angles which means it would need to use a minimum of 3 rows. The even–odd rule would allow you to cast a single photon (ray of light) across one scanline and simply check for even/odd values. I would recommend testing this stuff on your desktop and get out of that restrained environment during the test development. Good luck, -David Delaune

                                    H Offline
                                    H Offline
                                    honey the codewitch
                                    wrote on last edited by
                                    #25

                                    Randor wrote:

                                    I would recommend testing this stuff on your desktop and get out of that restrained environment during the test development.

                                    That's actually part of why I wrote GFX to be runnable anywhere. I didn't want to develop it on a constrained environment. But it has to run on them. My initial GFX library dumped its output solely using printf() and drawing ascii art after converting bitmaps to 16 color grayscale. I used that to test my line drawing algorithms and such. But now that all of that is done and pretty predictable, I find myself going back to the PC to code this thing less and less, either because I'm dealing with things like asynchronous draws which have no support on the PC, or most of what I'm doing works the first time or two after it compiles because i've built the foundation up by now enough that the coding is fairly high level.

                                    Real programmers use butterflies

                                    1 Reply Last reply
                                    0
                                    • L Lost User

                                      Well, That doesn't really make any sense. I don't understand the technical issues you are encountering. Drawing, filling and scaling 2D polygons is exceedingly trivial. Based on what you have said I see the following requirements: 1.) You are only supporting simple polygons[^]. 2.) You need to write to the video device in a scanline pattern[^]. 3.) You cannot read pixels. 4.) You have not stated why you can't draw in a frame buffer. But I will assume that you either can't or are unwilling. So I don't think that you can use the Nonzero-rule[^]. But you could use the even–odd rule[^]. Some other things for you to read for scaling your polygons: Dot product[^] Best Wishes, -David Delaune

                                      H Offline
                                      H Offline
                                      honey the codewitch
                                      wrote on last edited by
                                      #26

                                      Okay, so I implemented it and what jumps out to me (and I feel like I'm missing something here) is that for me to use even-odd requires a nasty brute force when trying to fill. here's rough C++ psuedocode i just typed to illustrate:

                                      for(int y=0;y

                                      Does that look right to you? It seems heavy handed to me. The wiki entry only shows how to determine if the point is in the polygon though, not how to quickly determine the extents by say, scanline. I feel like there has to be a faster way.

                                      I just figured it out I think.

                                      Real programmers use butterflies

                                      L 1 Reply Last reply
                                      0
                                      • H honey the codewitch

                                        Okay, so I implemented it and what jumps out to me (and I feel like I'm missing something here) is that for me to use even-odd requires a nasty brute force when trying to fill. here's rough C++ psuedocode i just typed to illustrate:

                                        for(int y=0;y

                                        Does that look right to you? It seems heavy handed to me. The wiki entry only shows how to determine if the point is in the polygon though, not how to quickly determine the extents by say, scanline. I feel like there has to be a faster way.

                                        I just figured it out I think.

                                        Real programmers use butterflies

                                        L Offline
                                        L Offline
                                        Lost User
                                        wrote on last edited by
                                        #27

                                        Hmmmm, Of course there are faster ways. I would recommend getting your polygon algorithms working first and then move towards optimization. Obviously writing single pixels one at a time will be low performance. Writing sizeof(int) would be faster and SIMD instructions even faster. Same goes for whatever array you are using to store your polygon points. 'sparse' std::bitset would be lowest memory usage but slow as molasses. std::bitset would be low memory but a little bit faster. A huge array of quadword zeros and ones read with SIMD... fast and fat Pick your poison.

                                        H 1 Reply Last reply
                                        0
                                        • H honey the codewitch

                                          ... that you can explain the purpose of in one (reasonable) line, say a sentence or two brief ones. Mine is implementing a 2D polygon fill algorithm on a write only display device. I know how in theory - vaguely - to do it, but it's mind bending to attempt in practice, and I say that as someone who writes old-school table based LR parsers. UPDATE: Randor humbled me. There's an easy way to do this. I even knew about it at one point but blanked on it here. I am very grateful, despite feeling a little foolish. My most complicated algo... probably GLR parsing. In terms of ones I haven't solved - there's one that should be simple but I can never get it right -> converting an NFA or DFA state machine into a regular expression.

                                          Real programmers use butterflies

                                          C Offline
                                          C Offline
                                          Clumpco
                                          wrote on last edited by
                                          #28

                                          Although today it would be quite trivial to do, I reckon that a graphical game of Reversi on a RadioShack TRS80 with only 4K of RAM was my most challenging ever. The computer was pretty much unbeatable on the 'hard' setting.

                                          So old that I did my first coding in octal via switches on a DEC PDP 8

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