320x Filetype PPT File size 0.07 MB Source: www2.isye.gatech.edu
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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