Job shop scheduling with a genetic algorithm and machine learning
From MaRDI portal
Publication:4245266
DOI10.1080/002075497195605zbMath0953.90524OpenAlexW2158703918MaRDI QIDQ4245266
No author found.
Publication date: 30 January 2001
Published in: International Journal of Production Research (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/002075497195605
Deterministic scheduling theory in operations research (90B35) Approximation methods and heuristics in mathematical programming (90C59)
Related Items (15)
Discovering dispatching rules using data mining ⋮ Rapid modeling and discovery of priority dispatching rules: An autonomous learning approach ⋮ A time scheduling model of logistics service supply chain with mass customized logistics service ⋮ Pattern mining‐based pruning strategies in stochastic local searches for scheduling problems ⋮ A scheduling model of logistics service supply chain based on the time windows of the FLSP's operation and customer requirement ⋮ The development of genetic algorithms for the finite capacity scheduling of complex products, with multiple levels of product structure. ⋮ A genetic algorithm for solving the economic lot scheduling problem in flow shops ⋮ Transfer batch scheduling using genetic algorithms ⋮ Learning effective dispatching rules for batch processor scheduling ⋮ Self-adaptive dynamic scheduling of virtual production systems ⋮ Data-mining-based dynamic dispatching rule selection mechanism for shop floor control systems using a support vector machine approach ⋮ Co-evolutionary genetic algorithm for multi-machine scheduling: Coping with high performance variability ⋮ Modelling and analysis of wafer fabrication scheduling via generalized stochastic Petri net and simulated annealing ⋮ Decentralised, multi-objective driven scheduling for reentrant shops: a conceptual development and a test case ⋮ DYNAMIC SCHEDULING OF MANUFACTURING SYSTEMS WITH MACHINE LEARNING
Uses Software
This page was built for publication: Job shop scheduling with a genetic algorithm and machine learning