A reinforcement learning algorithm to minimize the mean tardiness of a single machine with controlled capacity.
Hadeel D. IdreesMahdy O. SinnokrotSameh Al-ShihabiPublished in: WSC (2006)
Keyphrases
- single machine
- minimize total
- scheduling problem
- completion times
- total weighted tardiness
- processing times
- scheduling jobs
- release dates
- job processing times
- tardiness cost
- total tardiness
- earliness tardiness
- sequence dependent setup times
- maximum lateness
- learning effect
- dynamic programming
- single machine scheduling problem
- setup times
- release times
- number of tardy jobs
- weighted number of tardy jobs
- number of late jobs
- deteriorating jobs
- parallel machines
- competitive ratio
- np hard