review on vehicle routing problem
TRANSCRIPT
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VEHICLE ROUTING PROBLEM WITH
SIMULTANEOUS PICK-UPAND DELIVERY
Presented by,
KIRAN M.
Roll No: 09
Department of Mechanical Engineering
Mar Athanasius College of Engineering
Kothamangalam
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INTRODUCTION
Vehicle Routing Problem (VRP) defined as a problem of finding optimalroutes of delivery or collection from one or several depots to a
number of customers while satisfying some constraints.
First study was done by Dantzig and Ramzer in 1959.
Different variants of VRP are:
VRP with and without Time Window
Capacitated VRP
Open VRP
Dynamic VRP VRP with Pick - up and Delivery
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Problem is to find set of least cost vehicle route in such a way that:
* Each customer is visited exactly once by exactly one vehicle.* All vehicle route starts and ends in depot (except Open VRP)
* Other constraints as per the selected variant problem.
Importance of reverse logistics activities lead to the researches in VRP
with Pick-up and Delivery.
Good have to be delivered to customers and also picked up from customers to depot
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Earlier studies was known as VRP with
Backhauls. Considered as two independent VRP, one for delivery
and other for pick up.
Resulted in unnecessary vehicle utilization.
Lead to the research to VRP with
Simultaneous Pick-up and Delivery.
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LITERATURE REVIEW4
Year Author Model Method
1959 Dantzig and Ramzer[1]Truck Dispatching Problem
(Single vehicle)
Aggregation of points pair vice
whose combined demand do not
exceed vehicle capacity.
1964 Clark and Wright[2] Multi vehicle problem Savings Algorithm
1983 M. M. Solomon[3] VRP with Time WindowHeuristic methods.
Developed problem Instances.
1986 W. B. Powell[4] Dynamic VRP FrankWolfe Algorithm
1989 Jacob Blencha[5] VRP with Backhauls LHBH Heuristic
2001 Jan Dethloff[6]Vehicle Routing and
Reverse Logistics: VRPSPDInsertion based Heuristic
2005 Nagy and Salhi[7] VRPSPD with multiplede ot
Insertion based Heuristic
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* Considering GA based approach for VRPSPD by Serdan Tasan as base
paper, objective of thesis is to develop a better heuristic method for solving
the vehicle routing problem with simultaneous pick-up and delivery.
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Year Author Model Method
2009 Gajpal and Abad[8] VRPSPD Ant colony optimization
2012 Serdan Tasan and Mituo Gen[9]VRP with Simultaneous
Pick-up and DeliveryGenetic Algorithm
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REFERENCES[1] Dantzig, G., Fulkerson, R., & Johnson, S. (1954), Solution of a large-scale travelling
salesman problem. Operations Research, 2, 393410.
[2] Clarke, G., & Wright, J. W. (1964), Scheduling of vehicles from a depot to a number
of delivery points. Operations Research, 12, 568581.
[3] M. Solomon, (1987), Algorithms for the vehicle routing and scheduling problems
with time window constraints. Operations Research 35 254265.
[4] Powell, W. B. (1986), A stochastic model of the dynamic vehicle allocation
problem. Transportation Science, 20(2), 117129.
[5] Goetschalckx M, JacobsBlecha C. (1989), The vehicle routing problem with
backhauls.European Journal of Operational Research 42: 3951
[6] Dethloff, J. (2001), Vehicle routing and reverse logistics: The vehicle routingproblem with simultaneous delivery and pick-up. OR Spektrum, 23, 7996.
[7] Nagy, G., & Salhi, S. (2005), Heuristic algorithms for single and multiple depot
vehicle routing problems with pickups and deliveries. European Journal of
Operational Research, 162, 126141.
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[8] Gajpal, Y., & Abad, P. (2009), An ant colony system for vehicle routing problem with
simultaneous delivery and pickup. Computers & Operations Research, 36, 3215
3223.
[9] A. Serdar Tasan, Mitsuo Gen. (2012), A genetic algorithm based approach to vehicle
routing problem with simultaneous pick-up and deliveries. Computers & Industrial
Engineering 62 755761.
[10] Liong Choong Yean, Wan Rosmania Ismail, Kahiruddin Omar, (2008), Vehicle
routing problem: Models and Solutions. Journal of Quality Measurement and
Analysis, 4(1), 205-218.
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