Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning.
Christian LöwensInaam AshrafAlexander GembusGenesis CuizonJonas K. FalknerLars Schmidt-ThiemePublished in: CoRR (2022)
Keyphrases
- precedence constraints
- reinforcement learning
- scheduling problem
- branch and bound algorithm
- vertex cover
- precedence relations
- parallel machines
- approximation algorithms
- setup times
- single machine scheduling problem
- release dates
- parallel processors
- combinatorial optimization
- series parallel
- partially ordered
- unit length
- global constraints
- sequence dependent setup times
- partial order
- resource constrained project scheduling problem
- maximum lateness
- np hard
- partially ordered sets
- model free
- single machine
- markov decision processes
- dynamic programming
- special case
- optimal solution