LCDR Hui Lee LCDR Ashwin Anupdev 03 Nov 2011 HUMANITARIAN RESPONSE NETWORK IN SOUTH AMERICA
Feb 06, 2016
LCDR Hui Lee LCDR Ashwin Anupdev 03 Nov 2011
HUMANITARIAN RESPONSE NETWORK IN SOUTH AMERICA
Background Network Model Network Formulation Analysis Conclusion
AGENDA
BACKGROUND
Dec 2004 – Indian Ocean, Tsunami from a 9.1 mag earthquake, over 283,000 death.
Oct 2005 – Pakistan, 7.6 mag earthquake, over 87,000 death.
Jan 2010 – Haiti, 7.0 mag earthquake, over 316,000 death.
Mar 2011 – Japan, Tsunami from a 9.0 mag earthquake, over 5,000 death
BACKGROUND
Global reach and provide an immediate response to distressed populations wherever and whenever.
Provide rapid, effective, low-cost and sustainable services.
Build key capacity in partner nations to promote national security and stability in the theater.
US DEPT OF DEFENSE (DOD)
An earthquake of magnitude 8.0 – Honduras.
USSOUTHCOM – tasked to provide humanitarian relief.
Network operation – deliver water, power generator, communication and medical support.
Purpose - analyze the cost savings and the benefits of network.
SCENARIO - HONDURAS
Nodes :• Fleet Industrial Supply Centers• Naval Air Stations• US Naval and Coast Guard ships• Fixed Air wings• Defense Logistic Agencies• NPS HFN team (Hastly Formed Network – Nemesis
Network Warfare Van, deployable wireless communications)
NETWORK MODEL
Intermediate node –FISC San Diego, NAS Forth Worth, Ships.
End node - USSOUTHCOM – all activities report back for completion.
Edges – (Transfer Cost, 0, Capacity)
Limiting factors – capacity availability and cost of modes Ships Planes Trucks
NETWORK MODEL
NETWORK
SupplyIntermediateDemand
NETWORK
FORMULATION
Primal Problem – LP – to find the min- cost multi commodity flow
Dual Problem – MIP – to find the best interdiction plan (arc or node)
To find the min-cost flow with the current interdiction plan
FORMULATION
Objective Function
Constraints◦ BALANCE OF FLOW◦ CAPACITY CONSTRAINTS◦ FIXING Y
PRIMAL PROBLEM - LP
ANALYSIS
Arcs – eliminate an arc completely by putting maximum delay.
Nodes – eliminate node completely by putting maximum delay in arc between fake start and end nodes.
ATTACKS
ATTACKING NODES
MIN-COST FLOW
OPERATOR RESILIENCE (ARCS)
0 1 2 3 4 5 6 7 8 9500
550
600
650
700
750
800
850
ATTACKS
CostCOST(IN 1000)
0 1 2 3 4 5 6 7500
550
600
650
700
750
OPERATOR RESILIENCE(NODES)
ATTACKS
COST
(IN 1
000)
For more number of attacks the Cost changes slightly.
Big jump from 1 to 2.
The cost does not change when NasFortWorth is attacked.
When FiscJacksonville is interdicted the cost goes up to huge amounts.
ATTACKS(NODES)
Pre-position the equipment and supplies in the near high probable disaster areas.
Shorter response distance and time will result less cost overall.
CONCLUSION
If the project presentation was next week?
◦ Time Element
◦ Stochastic Element
◦ Cost considered per unit of shipment
◦ Complex network
CONCLUSION
THANK YOU
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