Solution Approach to Resolve Capacitated Vehicle Routing Problem Using Deep Reinforcement Learning

A solution methodology that uncovers Deep Reinforcement Learning for solving CVRP

CVRP is one of the most popular problems in Network Optimization and is classified as an NP-hard problem. It means the size of the problem that can be solved optimally using mathematical programming or combinatorial optimization may be limited. In this whitepaper, we have discussed one of the effective ways to solve the CVRP problem using DeepRL.


AUTHORS

Sourav Mazumdar (Affine Analytics)
Monika Singh (Affine Analytics)
Mukesh Jha (Affine Analytics)

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