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picture1_Operations Research Lecture Notes Ppt 82557 | Nscyberinfrastructurtovey


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File: Operations Research Lecture Notes Ppt 82557 | Nscyberinfrastructurtovey
cyberinfrastructure current activities operations research take 1 research 1 repositories for implemented algorithms informs resource collection 100 packages and online programs 1 coin or 2 neos server 3 specific algorithms ...

icon picture PPT Filetype Power Point PPT | Posted on 10 Sep 2022 | 3 years ago
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           Cyberinfrastructure - Current Activities
                   Operations Research: take 1 
        •     Research
            1.   Repositories for implemented algorithms.  Informs 
                 resource collection: > 100 packages and online programs
                 1.  COIN - OR
                 2.  NEOS Server
                 3.  Specific algorithms e.g. Ye’s semidefinite opt code
            2.   Repositories for test problems.  Informs resource: 25 
                 instance sets & generators.
                 1.  DIMACS combinatorial challenge sets
                 2.  MIPLIB, LP test sets
                 3.  Problem specific sets e.g. TSP,QAP,VRPTW.
            3.   Simulation tools: relatively few, often commercial-linked
            4.   Stat tools: several libraries and web-available routines
                                             
            Cyberinfrastructure - Current 
                           Activities
            Operations Research: take 1 
      •   Education
         1.  Lecture notes for many courses
         2.  Tutorials on specialized topics
      •   Implementation
         1.  Commercial optimization and modeling software
         2.  Commercial simulation software
         3.  Spreadsheet add-ins
                                  
        Cyberinfrastructure – Vision for DMII
            Operations Research- Take 1  
       •    Research
          1.   Unified, robust algorithms. Make it the standard 
               that researchers add to the repository.  We would 
               build more on each other’s work. Quality and 
               development speed would increase.
          2.   Simulation building blocks
              1. Modeling
              2. Output analysis
              3. Parameter search
          3.   Problem testbeds and instance generators. 
       •    Education and Implementation
          1. More general modeling language, unifying 
               CP, IP/LP, NLP.        
      Cyberinfrastructure – Vision for DMII
          Operations Research- Take 2
    What are the big 
      opportunities 
      in OR?
                            
      Cyberinfrastructure – Vision for DMII
      Cyberinfrastructure
           Operations Research- Take 2
      Claim:  OR is unusual among 
        science/engineering disciplines in that the 
        applicability of present technology, as 
        perceived internally, is 10-100 times the 
        present level.
      What’s wrong?  OR is about decision making, 
        not just solving models.  Old news…
      but CyberInfrastructure could increase the 
          CyberInfrastructure
        applicability of OR by an order of 
        magnitude.             
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...Cyberinfrastructure current activities operations research take repositories for implemented algorithms informs resource collection packages and online programs coin or neos server specific e g ye s semidefinite opt code test problems instance sets generators dimacs combinatorial challenge miplib lp problem tsp qap vrptw simulation tools relatively few often commercial linked stat several libraries web available routines education lecture notes many courses tutorials on specialized topics implementation optimization modeling software spreadsheet add ins vision dmii unified robust make it the standard that researchers to repository we would build more each other work quality development speed increase building blocks output analysis parameter search testbeds general language unifying cp ip nlp what are big opportunities in claim is unusual among science engineering disciplines applicability of present technology as perceived internally times level wrong about decision making not just so...

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