List of Implementations for common OR problemsSolving ATSP problem for large-scale problemOpen source Markov decision process solversBenchmark problems for scenario-based stochastic optimizationJava source code for branch and priceSupply Chain Public Data RepositoryAlgorithmic gap for Hochbaum's (greedy) algorithm for (metric) uncapacitated facility locationQA techniques for optimization problem codingMathematically creating the 'perfect' permutation for reservations in a hostelMany-to-many Breadth First SearchCapacitated VRP-TW: Gehring & Homberger instances

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List of Implementations for common OR problems


Solving ATSP problem for large-scale problemOpen source Markov decision process solversBenchmark problems for scenario-based stochastic optimizationJava source code for branch and priceSupply Chain Public Data RepositoryAlgorithmic gap for Hochbaum's (greedy) algorithm for (metric) uncapacitated facility locationQA techniques for optimization problem codingMathematically creating the 'perfect' permutation for reservations in a hostelMany-to-many Breadth First SearchCapacitated VRP-TW: Gehring & Homberger instances













12












$begingroup$


For the TSP there famously is the concord solver (http://www.math.uwaterloo.ca/tsp/concorde.html) which is argubly the fastest exact solver for the TSP.



There are many other problems that also show up again and again, for example the capacitated vehicle routing problem (CVRP). CVRP can be solved very efficiently using branch and price, and there are many papers, on the fastest current methodes and how they can incorporate different constraints (e.g. time windows). However, i was unable to find any available implementation.



So I wonder, are there some good implementations of the state of the art for other problems than the TSP? Is there a list of such implementations and if not, can we create one?










share|improve this question











$endgroup$







  • 1




    $begingroup$
    I saw the "Why is the programming code of many algorithms not public in the OR community?" and i think, this is not about sharing the code, but rather the executables.
    $endgroup$
    – Luke599999
    Jul 1 at 8:15






  • 1




    $begingroup$
    including heuristic, metaheuristic, and approximation approaches? or just implementations that are guaranteed to solve the problem globally?
    $endgroup$
    – Michael Feldmeier
    Jul 1 at 15:21






  • 1




    $begingroup$
    @MichaelFeldmeier I was originally mostly interested in optimal solutions, but i think state of the art can certainly include approximation and (meta-)heuristic approches.
    $endgroup$
    – Luke599999
    Jul 2 at 12:17















12












$begingroup$


For the TSP there famously is the concord solver (http://www.math.uwaterloo.ca/tsp/concorde.html) which is argubly the fastest exact solver for the TSP.



There are many other problems that also show up again and again, for example the capacitated vehicle routing problem (CVRP). CVRP can be solved very efficiently using branch and price, and there are many papers, on the fastest current methodes and how they can incorporate different constraints (e.g. time windows). However, i was unable to find any available implementation.



So I wonder, are there some good implementations of the state of the art for other problems than the TSP? Is there a list of such implementations and if not, can we create one?










share|improve this question











$endgroup$







  • 1




    $begingroup$
    I saw the "Why is the programming code of many algorithms not public in the OR community?" and i think, this is not about sharing the code, but rather the executables.
    $endgroup$
    – Luke599999
    Jul 1 at 8:15






  • 1




    $begingroup$
    including heuristic, metaheuristic, and approximation approaches? or just implementations that are guaranteed to solve the problem globally?
    $endgroup$
    – Michael Feldmeier
    Jul 1 at 15:21






  • 1




    $begingroup$
    @MichaelFeldmeier I was originally mostly interested in optimal solutions, but i think state of the art can certainly include approximation and (meta-)heuristic approches.
    $endgroup$
    – Luke599999
    Jul 2 at 12:17













12












12








12


2



$begingroup$


For the TSP there famously is the concord solver (http://www.math.uwaterloo.ca/tsp/concorde.html) which is argubly the fastest exact solver for the TSP.



There are many other problems that also show up again and again, for example the capacitated vehicle routing problem (CVRP). CVRP can be solved very efficiently using branch and price, and there are many papers, on the fastest current methodes and how they can incorporate different constraints (e.g. time windows). However, i was unable to find any available implementation.



So I wonder, are there some good implementations of the state of the art for other problems than the TSP? Is there a list of such implementations and if not, can we create one?










share|improve this question











$endgroup$




For the TSP there famously is the concord solver (http://www.math.uwaterloo.ca/tsp/concorde.html) which is argubly the fastest exact solver for the TSP.



There are many other problems that also show up again and again, for example the capacitated vehicle routing problem (CVRP). CVRP can be solved very efficiently using branch and price, and there are many papers, on the fastest current methodes and how they can incorporate different constraints (e.g. time windows). However, i was unable to find any available implementation.



So I wonder, are there some good implementations of the state of the art for other problems than the TSP? Is there a list of such implementations and if not, can we create one?







algorithms online-resources software vehicle-routing implementation






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited Jul 3 at 9:14









TheSimpliFire

9093 silver badges25 bronze badges




9093 silver badges25 bronze badges










asked Jul 1 at 8:11









Luke599999Luke599999

11111 bronze badges




11111 bronze badges







  • 1




    $begingroup$
    I saw the "Why is the programming code of many algorithms not public in the OR community?" and i think, this is not about sharing the code, but rather the executables.
    $endgroup$
    – Luke599999
    Jul 1 at 8:15






  • 1




    $begingroup$
    including heuristic, metaheuristic, and approximation approaches? or just implementations that are guaranteed to solve the problem globally?
    $endgroup$
    – Michael Feldmeier
    Jul 1 at 15:21






  • 1




    $begingroup$
    @MichaelFeldmeier I was originally mostly interested in optimal solutions, but i think state of the art can certainly include approximation and (meta-)heuristic approches.
    $endgroup$
    – Luke599999
    Jul 2 at 12:17












  • 1




    $begingroup$
    I saw the "Why is the programming code of many algorithms not public in the OR community?" and i think, this is not about sharing the code, but rather the executables.
    $endgroup$
    – Luke599999
    Jul 1 at 8:15






  • 1




    $begingroup$
    including heuristic, metaheuristic, and approximation approaches? or just implementations that are guaranteed to solve the problem globally?
    $endgroup$
    – Michael Feldmeier
    Jul 1 at 15:21






  • 1




    $begingroup$
    @MichaelFeldmeier I was originally mostly interested in optimal solutions, but i think state of the art can certainly include approximation and (meta-)heuristic approches.
    $endgroup$
    – Luke599999
    Jul 2 at 12:17







1




1




$begingroup$
I saw the "Why is the programming code of many algorithms not public in the OR community?" and i think, this is not about sharing the code, but rather the executables.
$endgroup$
– Luke599999
Jul 1 at 8:15




$begingroup$
I saw the "Why is the programming code of many algorithms not public in the OR community?" and i think, this is not about sharing the code, but rather the executables.
$endgroup$
– Luke599999
Jul 1 at 8:15




1




1




$begingroup$
including heuristic, metaheuristic, and approximation approaches? or just implementations that are guaranteed to solve the problem globally?
$endgroup$
– Michael Feldmeier
Jul 1 at 15:21




$begingroup$
including heuristic, metaheuristic, and approximation approaches? or just implementations that are guaranteed to solve the problem globally?
$endgroup$
– Michael Feldmeier
Jul 1 at 15:21




1




1




$begingroup$
@MichaelFeldmeier I was originally mostly interested in optimal solutions, but i think state of the art can certainly include approximation and (meta-)heuristic approches.
$endgroup$
– Luke599999
Jul 2 at 12:17




$begingroup$
@MichaelFeldmeier I was originally mostly interested in optimal solutions, but i think state of the art can certainly include approximation and (meta-)heuristic approches.
$endgroup$
– Luke599999
Jul 2 at 12:17










5 Answers
5






active

oldest

votes


















9












$begingroup$

Let's make an inventory of example code for each common OR problem?




  • Vehicle Routing Problem



    • Jsprit: many rich problem types. source code - company website. (Desktop-based open source application built around it ODL Studio).

    • OptaPlanner: explanation + video's - source code (capacitated, time windows, multiple depots)

    • LocalSolver: explanation + source code (same with time windows)


    • OR-tools: explanation + source code


    • COIN-OR tools: TODO

    • OscaR: TODO



  • Nurse Rostering problem

    • OptaPlanner: explanation + video's - source code



  • Conference Scheduling

    • OptaPlanner: explanation + video's - source code



  • Course Scheduling

    • OptaPlanner: source code



  • Exam Scheduling

    • OptaPlanner: source code



  • Job Shop scheduling

    • OptaPlanner: source code of variant

    • LocalSolver: explanation + source code



  • Knapsack

    • LocalSolver: explanation + source code

    • OR-Tools: explanation + source code



  • Assembly Line Balancing Problem

    • SALOME Branch & Bound Algorithm:explanation + source code

    • Branch & Bound & Remember Algorithm: explanation + source code



  • P-median site location

    • Territorium: source code, UI. Does capacitated clustering for both min and max quantity range using heuristics.


I've made this post a wiki: please add common OR problems and/or implementations.






share|improve this answer











$endgroup$








  • 2




    $begingroup$
    given the diverse nature of solution algorithms, I suggest adding a short hint to each link (metaheuristic, heuristic, approximation, global)
    $endgroup$
    – Michael Feldmeier
    Jul 2 at 13:43


















10












$begingroup$

A good place to start is COIN-OR, which aims to "create for mathematical software what the open literature is for mathematical theory".



You can also take a look at Google's OR-Tools. It contains many algorithms for specific problems (like knapsack or max flow) and also generic LP and CP solvers.






share|improve this answer









$endgroup$








  • 1




    $begingroup$
    FYI: In an evaluation that two of my students did, LocalSolver performed better at CVRPs than Google's OR-Tools.
    $endgroup$
    – Simon
    Jul 1 at 11:46










  • $begingroup$
    @Simon Any chance you could have them benchmark OptaPlanner too (with Nearby Selection and Multithreaded Incremental Solving turned on). A big customer stated that it also beat Google OR tools (and 2 other vendors) significantly on their big VRPTW's. YMMV, of course.
    $endgroup$
    – Geoffrey De Smet
    Jul 1 at 21:13











  • $begingroup$
    @Simon, By "implementation" I've understood "with source code available". But you're right, LocalSolver perform well on many kind of problems, in particular VRPs.
    $endgroup$
    – mrBen
    Jul 2 at 8:13



















10












$begingroup$

I would, for everything knapsack-like, always go to David Pisingers homepage. Here you can find very efficient codes for knapsack problems (COMBO), multiple-choice knapsack problems (Mcknap), and quadratick knapsack problems (quadknap) among others.



I don't know if it qualifies as a "common OR problem" but for linear vector optimization (and therefore also linear multi-objective optimization) there is the BENSOLVE solver.






share|improve this answer











$endgroup$




















    3












    $begingroup$

    For assembly line balancing problem, test problems, codes for several versions of problem and useful resources can be found at https://assembly-line-balancing.de.






    share|improve this answer








    New contributor



    kur ag is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.





    $endgroup$




















      2












      $begingroup$

      I am sorry to advertise our own VRP solver, but may be it is what you are looking for:



      https://vrpsolver.math.u-bordeaux.fr/



      For knapsack, Pisinger's code is the best (mentioned above), however integer knapsack code there has a bug. I only use 0-1 knapsack code, it is reliable.



      For bin packing, this nice paper has links to several available solvers: https://doi.org/10.1016/j.ejor.2016.04.030



      For (weighted) maximum clique (minimum stable set), Ostergard's code is very good: https://users.aalto.fi/~pat/cliquer.html



      Although, it may not be state-of-the-art anymore.






      share|improve this answer








      New contributor



      Ruslan Sadykov is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.





      $endgroup$















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        5 Answers
        5






        active

        oldest

        votes








        5 Answers
        5






        active

        oldest

        votes









        active

        oldest

        votes






        active

        oldest

        votes









        9












        $begingroup$

        Let's make an inventory of example code for each common OR problem?




        • Vehicle Routing Problem



          • Jsprit: many rich problem types. source code - company website. (Desktop-based open source application built around it ODL Studio).

          • OptaPlanner: explanation + video's - source code (capacitated, time windows, multiple depots)

          • LocalSolver: explanation + source code (same with time windows)


          • OR-tools: explanation + source code


          • COIN-OR tools: TODO

          • OscaR: TODO



        • Nurse Rostering problem

          • OptaPlanner: explanation + video's - source code



        • Conference Scheduling

          • OptaPlanner: explanation + video's - source code



        • Course Scheduling

          • OptaPlanner: source code



        • Exam Scheduling

          • OptaPlanner: source code



        • Job Shop scheduling

          • OptaPlanner: source code of variant

          • LocalSolver: explanation + source code



        • Knapsack

          • LocalSolver: explanation + source code

          • OR-Tools: explanation + source code



        • Assembly Line Balancing Problem

          • SALOME Branch & Bound Algorithm:explanation + source code

          • Branch & Bound & Remember Algorithm: explanation + source code



        • P-median site location

          • Territorium: source code, UI. Does capacitated clustering for both min and max quantity range using heuristics.


        I've made this post a wiki: please add common OR problems and/or implementations.






        share|improve this answer











        $endgroup$








        • 2




          $begingroup$
          given the diverse nature of solution algorithms, I suggest adding a short hint to each link (metaheuristic, heuristic, approximation, global)
          $endgroup$
          – Michael Feldmeier
          Jul 2 at 13:43















        9












        $begingroup$

        Let's make an inventory of example code for each common OR problem?




        • Vehicle Routing Problem



          • Jsprit: many rich problem types. source code - company website. (Desktop-based open source application built around it ODL Studio).

          • OptaPlanner: explanation + video's - source code (capacitated, time windows, multiple depots)

          • LocalSolver: explanation + source code (same with time windows)


          • OR-tools: explanation + source code


          • COIN-OR tools: TODO

          • OscaR: TODO



        • Nurse Rostering problem

          • OptaPlanner: explanation + video's - source code



        • Conference Scheduling

          • OptaPlanner: explanation + video's - source code



        • Course Scheduling

          • OptaPlanner: source code



        • Exam Scheduling

          • OptaPlanner: source code



        • Job Shop scheduling

          • OptaPlanner: source code of variant

          • LocalSolver: explanation + source code



        • Knapsack

          • LocalSolver: explanation + source code

          • OR-Tools: explanation + source code



        • Assembly Line Balancing Problem

          • SALOME Branch & Bound Algorithm:explanation + source code

          • Branch & Bound & Remember Algorithm: explanation + source code



        • P-median site location

          • Territorium: source code, UI. Does capacitated clustering for both min and max quantity range using heuristics.


        I've made this post a wiki: please add common OR problems and/or implementations.






        share|improve this answer











        $endgroup$








        • 2




          $begingroup$
          given the diverse nature of solution algorithms, I suggest adding a short hint to each link (metaheuristic, heuristic, approximation, global)
          $endgroup$
          – Michael Feldmeier
          Jul 2 at 13:43













        9












        9








        9





        $begingroup$

        Let's make an inventory of example code for each common OR problem?




        • Vehicle Routing Problem



          • Jsprit: many rich problem types. source code - company website. (Desktop-based open source application built around it ODL Studio).

          • OptaPlanner: explanation + video's - source code (capacitated, time windows, multiple depots)

          • LocalSolver: explanation + source code (same with time windows)


          • OR-tools: explanation + source code


          • COIN-OR tools: TODO

          • OscaR: TODO



        • Nurse Rostering problem

          • OptaPlanner: explanation + video's - source code



        • Conference Scheduling

          • OptaPlanner: explanation + video's - source code



        • Course Scheduling

          • OptaPlanner: source code



        • Exam Scheduling

          • OptaPlanner: source code



        • Job Shop scheduling

          • OptaPlanner: source code of variant

          • LocalSolver: explanation + source code



        • Knapsack

          • LocalSolver: explanation + source code

          • OR-Tools: explanation + source code



        • Assembly Line Balancing Problem

          • SALOME Branch & Bound Algorithm:explanation + source code

          • Branch & Bound & Remember Algorithm: explanation + source code



        • P-median site location

          • Territorium: source code, UI. Does capacitated clustering for both min and max quantity range using heuristics.


        I've made this post a wiki: please add common OR problems and/or implementations.






        share|improve this answer











        $endgroup$



        Let's make an inventory of example code for each common OR problem?




        • Vehicle Routing Problem



          • Jsprit: many rich problem types. source code - company website. (Desktop-based open source application built around it ODL Studio).

          • OptaPlanner: explanation + video's - source code (capacitated, time windows, multiple depots)

          • LocalSolver: explanation + source code (same with time windows)


          • OR-tools: explanation + source code


          • COIN-OR tools: TODO

          • OscaR: TODO



        • Nurse Rostering problem

          • OptaPlanner: explanation + video's - source code



        • Conference Scheduling

          • OptaPlanner: explanation + video's - source code



        • Course Scheduling

          • OptaPlanner: source code



        • Exam Scheduling

          • OptaPlanner: source code



        • Job Shop scheduling

          • OptaPlanner: source code of variant

          • LocalSolver: explanation + source code



        • Knapsack

          • LocalSolver: explanation + source code

          • OR-Tools: explanation + source code



        • Assembly Line Balancing Problem

          • SALOME Branch & Bound Algorithm:explanation + source code

          • Branch & Bound & Remember Algorithm: explanation + source code



        • P-median site location

          • Territorium: source code, UI. Does capacitated clustering for both min and max quantity range using heuristics.


        I've made this post a wiki: please add common OR problems and/or implementations.







        share|improve this answer














        share|improve this answer



        share|improve this answer








        edited 1 hour ago


























        community wiki





        9 revs, 4 users 49%
        Geoffrey De Smet








        • 2




          $begingroup$
          given the diverse nature of solution algorithms, I suggest adding a short hint to each link (metaheuristic, heuristic, approximation, global)
          $endgroup$
          – Michael Feldmeier
          Jul 2 at 13:43












        • 2




          $begingroup$
          given the diverse nature of solution algorithms, I suggest adding a short hint to each link (metaheuristic, heuristic, approximation, global)
          $endgroup$
          – Michael Feldmeier
          Jul 2 at 13:43







        2




        2




        $begingroup$
        given the diverse nature of solution algorithms, I suggest adding a short hint to each link (metaheuristic, heuristic, approximation, global)
        $endgroup$
        – Michael Feldmeier
        Jul 2 at 13:43




        $begingroup$
        given the diverse nature of solution algorithms, I suggest adding a short hint to each link (metaheuristic, heuristic, approximation, global)
        $endgroup$
        – Michael Feldmeier
        Jul 2 at 13:43











        10












        $begingroup$

        A good place to start is COIN-OR, which aims to "create for mathematical software what the open literature is for mathematical theory".



        You can also take a look at Google's OR-Tools. It contains many algorithms for specific problems (like knapsack or max flow) and also generic LP and CP solvers.






        share|improve this answer









        $endgroup$








        • 1




          $begingroup$
          FYI: In an evaluation that two of my students did, LocalSolver performed better at CVRPs than Google's OR-Tools.
          $endgroup$
          – Simon
          Jul 1 at 11:46










        • $begingroup$
          @Simon Any chance you could have them benchmark OptaPlanner too (with Nearby Selection and Multithreaded Incremental Solving turned on). A big customer stated that it also beat Google OR tools (and 2 other vendors) significantly on their big VRPTW's. YMMV, of course.
          $endgroup$
          – Geoffrey De Smet
          Jul 1 at 21:13











        • $begingroup$
          @Simon, By "implementation" I've understood "with source code available". But you're right, LocalSolver perform well on many kind of problems, in particular VRPs.
          $endgroup$
          – mrBen
          Jul 2 at 8:13
















        10












        $begingroup$

        A good place to start is COIN-OR, which aims to "create for mathematical software what the open literature is for mathematical theory".



        You can also take a look at Google's OR-Tools. It contains many algorithms for specific problems (like knapsack or max flow) and also generic LP and CP solvers.






        share|improve this answer









        $endgroup$








        • 1




          $begingroup$
          FYI: In an evaluation that two of my students did, LocalSolver performed better at CVRPs than Google's OR-Tools.
          $endgroup$
          – Simon
          Jul 1 at 11:46










        • $begingroup$
          @Simon Any chance you could have them benchmark OptaPlanner too (with Nearby Selection and Multithreaded Incremental Solving turned on). A big customer stated that it also beat Google OR tools (and 2 other vendors) significantly on their big VRPTW's. YMMV, of course.
          $endgroup$
          – Geoffrey De Smet
          Jul 1 at 21:13











        • $begingroup$
          @Simon, By "implementation" I've understood "with source code available". But you're right, LocalSolver perform well on many kind of problems, in particular VRPs.
          $endgroup$
          – mrBen
          Jul 2 at 8:13














        10












        10








        10





        $begingroup$

        A good place to start is COIN-OR, which aims to "create for mathematical software what the open literature is for mathematical theory".



        You can also take a look at Google's OR-Tools. It contains many algorithms for specific problems (like knapsack or max flow) and also generic LP and CP solvers.






        share|improve this answer









        $endgroup$



        A good place to start is COIN-OR, which aims to "create for mathematical software what the open literature is for mathematical theory".



        You can also take a look at Google's OR-Tools. It contains many algorithms for specific problems (like knapsack or max flow) and also generic LP and CP solvers.







        share|improve this answer












        share|improve this answer



        share|improve this answer










        answered Jul 1 at 8:50









        mrBenmrBen

        1817 bronze badges




        1817 bronze badges







        • 1




          $begingroup$
          FYI: In an evaluation that two of my students did, LocalSolver performed better at CVRPs than Google's OR-Tools.
          $endgroup$
          – Simon
          Jul 1 at 11:46










        • $begingroup$
          @Simon Any chance you could have them benchmark OptaPlanner too (with Nearby Selection and Multithreaded Incremental Solving turned on). A big customer stated that it also beat Google OR tools (and 2 other vendors) significantly on their big VRPTW's. YMMV, of course.
          $endgroup$
          – Geoffrey De Smet
          Jul 1 at 21:13











        • $begingroup$
          @Simon, By "implementation" I've understood "with source code available". But you're right, LocalSolver perform well on many kind of problems, in particular VRPs.
          $endgroup$
          – mrBen
          Jul 2 at 8:13













        • 1




          $begingroup$
          FYI: In an evaluation that two of my students did, LocalSolver performed better at CVRPs than Google's OR-Tools.
          $endgroup$
          – Simon
          Jul 1 at 11:46










        • $begingroup$
          @Simon Any chance you could have them benchmark OptaPlanner too (with Nearby Selection and Multithreaded Incremental Solving turned on). A big customer stated that it also beat Google OR tools (and 2 other vendors) significantly on their big VRPTW's. YMMV, of course.
          $endgroup$
          – Geoffrey De Smet
          Jul 1 at 21:13











        • $begingroup$
          @Simon, By "implementation" I've understood "with source code available". But you're right, LocalSolver perform well on many kind of problems, in particular VRPs.
          $endgroup$
          – mrBen
          Jul 2 at 8:13








        1




        1




        $begingroup$
        FYI: In an evaluation that two of my students did, LocalSolver performed better at CVRPs than Google's OR-Tools.
        $endgroup$
        – Simon
        Jul 1 at 11:46




        $begingroup$
        FYI: In an evaluation that two of my students did, LocalSolver performed better at CVRPs than Google's OR-Tools.
        $endgroup$
        – Simon
        Jul 1 at 11:46












        $begingroup$
        @Simon Any chance you could have them benchmark OptaPlanner too (with Nearby Selection and Multithreaded Incremental Solving turned on). A big customer stated that it also beat Google OR tools (and 2 other vendors) significantly on their big VRPTW's. YMMV, of course.
        $endgroup$
        – Geoffrey De Smet
        Jul 1 at 21:13





        $begingroup$
        @Simon Any chance you could have them benchmark OptaPlanner too (with Nearby Selection and Multithreaded Incremental Solving turned on). A big customer stated that it also beat Google OR tools (and 2 other vendors) significantly on their big VRPTW's. YMMV, of course.
        $endgroup$
        – Geoffrey De Smet
        Jul 1 at 21:13













        $begingroup$
        @Simon, By "implementation" I've understood "with source code available". But you're right, LocalSolver perform well on many kind of problems, in particular VRPs.
        $endgroup$
        – mrBen
        Jul 2 at 8:13





        $begingroup$
        @Simon, By "implementation" I've understood "with source code available". But you're right, LocalSolver perform well on many kind of problems, in particular VRPs.
        $endgroup$
        – mrBen
        Jul 2 at 8:13












        10












        $begingroup$

        I would, for everything knapsack-like, always go to David Pisingers homepage. Here you can find very efficient codes for knapsack problems (COMBO), multiple-choice knapsack problems (Mcknap), and quadratick knapsack problems (quadknap) among others.



        I don't know if it qualifies as a "common OR problem" but for linear vector optimization (and therefore also linear multi-objective optimization) there is the BENSOLVE solver.






        share|improve this answer











        $endgroup$

















          10












          $begingroup$

          I would, for everything knapsack-like, always go to David Pisingers homepage. Here you can find very efficient codes for knapsack problems (COMBO), multiple-choice knapsack problems (Mcknap), and quadratick knapsack problems (quadknap) among others.



          I don't know if it qualifies as a "common OR problem" but for linear vector optimization (and therefore also linear multi-objective optimization) there is the BENSOLVE solver.






          share|improve this answer











          $endgroup$















            10












            10








            10





            $begingroup$

            I would, for everything knapsack-like, always go to David Pisingers homepage. Here you can find very efficient codes for knapsack problems (COMBO), multiple-choice knapsack problems (Mcknap), and quadratick knapsack problems (quadknap) among others.



            I don't know if it qualifies as a "common OR problem" but for linear vector optimization (and therefore also linear multi-objective optimization) there is the BENSOLVE solver.






            share|improve this answer











            $endgroup$



            I would, for everything knapsack-like, always go to David Pisingers homepage. Here you can find very efficient codes for knapsack problems (COMBO), multiple-choice knapsack problems (Mcknap), and quadratick knapsack problems (quadknap) among others.



            I don't know if it qualifies as a "common OR problem" but for linear vector optimization (and therefore also linear multi-objective optimization) there is the BENSOLVE solver.







            share|improve this answer














            share|improve this answer



            share|improve this answer








            edited Jul 2 at 11:30

























            answered Jul 1 at 12:16









            SuneSune

            7354 silver badges10 bronze badges




            7354 silver badges10 bronze badges





















                3












                $begingroup$

                For assembly line balancing problem, test problems, codes for several versions of problem and useful resources can be found at https://assembly-line-balancing.de.






                share|improve this answer








                New contributor



                kur ag is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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                $endgroup$

















                  3












                  $begingroup$

                  For assembly line balancing problem, test problems, codes for several versions of problem and useful resources can be found at https://assembly-line-balancing.de.






                  share|improve this answer








                  New contributor



                  kur ag is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                  Check out our Code of Conduct.





                  $endgroup$















                    3












                    3








                    3





                    $begingroup$

                    For assembly line balancing problem, test problems, codes for several versions of problem and useful resources can be found at https://assembly-line-balancing.de.






                    share|improve this answer








                    New contributor



                    kur ag is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                    Check out our Code of Conduct.





                    $endgroup$



                    For assembly line balancing problem, test problems, codes for several versions of problem and useful resources can be found at https://assembly-line-balancing.de.







                    share|improve this answer








                    New contributor



                    kur ag is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                    Check out our Code of Conduct.








                    share|improve this answer



                    share|improve this answer






                    New contributor



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                    answered Jul 3 at 8:00









                    kur agkur ag

                    1314 bronze badges




                    1314 bronze badges




                    New contributor



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                        2












                        $begingroup$

                        I am sorry to advertise our own VRP solver, but may be it is what you are looking for:



                        https://vrpsolver.math.u-bordeaux.fr/



                        For knapsack, Pisinger's code is the best (mentioned above), however integer knapsack code there has a bug. I only use 0-1 knapsack code, it is reliable.



                        For bin packing, this nice paper has links to several available solvers: https://doi.org/10.1016/j.ejor.2016.04.030



                        For (weighted) maximum clique (minimum stable set), Ostergard's code is very good: https://users.aalto.fi/~pat/cliquer.html



                        Although, it may not be state-of-the-art anymore.






                        share|improve this answer








                        New contributor



                        Ruslan Sadykov is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                        Check out our Code of Conduct.





                        $endgroup$

















                          2












                          $begingroup$

                          I am sorry to advertise our own VRP solver, but may be it is what you are looking for:



                          https://vrpsolver.math.u-bordeaux.fr/



                          For knapsack, Pisinger's code is the best (mentioned above), however integer knapsack code there has a bug. I only use 0-1 knapsack code, it is reliable.



                          For bin packing, this nice paper has links to several available solvers: https://doi.org/10.1016/j.ejor.2016.04.030



                          For (weighted) maximum clique (minimum stable set), Ostergard's code is very good: https://users.aalto.fi/~pat/cliquer.html



                          Although, it may not be state-of-the-art anymore.






                          share|improve this answer








                          New contributor



                          Ruslan Sadykov is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                          Check out our Code of Conduct.





                          $endgroup$















                            2












                            2








                            2





                            $begingroup$

                            I am sorry to advertise our own VRP solver, but may be it is what you are looking for:



                            https://vrpsolver.math.u-bordeaux.fr/



                            For knapsack, Pisinger's code is the best (mentioned above), however integer knapsack code there has a bug. I only use 0-1 knapsack code, it is reliable.



                            For bin packing, this nice paper has links to several available solvers: https://doi.org/10.1016/j.ejor.2016.04.030



                            For (weighted) maximum clique (minimum stable set), Ostergard's code is very good: https://users.aalto.fi/~pat/cliquer.html



                            Although, it may not be state-of-the-art anymore.






                            share|improve this answer








                            New contributor



                            Ruslan Sadykov is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                            Check out our Code of Conduct.





                            $endgroup$



                            I am sorry to advertise our own VRP solver, but may be it is what you are looking for:



                            https://vrpsolver.math.u-bordeaux.fr/



                            For knapsack, Pisinger's code is the best (mentioned above), however integer knapsack code there has a bug. I only use 0-1 knapsack code, it is reliable.



                            For bin packing, this nice paper has links to several available solvers: https://doi.org/10.1016/j.ejor.2016.04.030



                            For (weighted) maximum clique (minimum stable set), Ostergard's code is very good: https://users.aalto.fi/~pat/cliquer.html



                            Although, it may not be state-of-the-art anymore.







                            share|improve this answer








                            New contributor



                            Ruslan Sadykov is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                            Check out our Code of Conduct.








                            share|improve this answer



                            share|improve this answer






                            New contributor



                            Ruslan Sadykov is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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                            answered 17 hours ago









                            Ruslan SadykovRuslan Sadykov

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