Research graph
References from An enhanced NSGA-II with Q-learning and VNS for multi-objective scheduling in additive manufacturing. Local targets link to admitted publications; unresolved targets remain external evidence.
A reinforcement learning iterated local search for makespan minimization in additive manufacturing machine scheduling problems
10.1016/j.cor.2021.105272 · 2021 · External reference
A heuristic approach for a scheduling problem in additive manufacturing under technological constraints
2021 · External reference
An effective iterated greedy algorithm for scheduling unrelated parallel batch machines with non-identical capacities and unequal ready times
10.1016/j.cie.2016.12.038 · 2017 · External reference
Advanced constraint programming formulations for additive manufacturing machine scheduling problems
10.1080/01605682.2024.2382867 · 2025 · External reference
Efficient parts nesting schemes for improving stereolithography utilization
10.1016/j.cad.2012.12.002 · 2013 · External reference
Machine scheduling with orientation selection and two-dimensional packing for additive manufacturing
10.1016/j.cor.2021.105245 · 2021 · External reference
Imitation learning-assisted evolutionary algorithm for energy-efficient flexible job shop scheduling problem with automated guided vehicles
10.1109/tevc.2025.3540105 · 2026 · External reference
Unrelated parallel batch processing machine scheduling for production systems under carbon reduction policies: NSGA-II and MOGWO metaheuristics
10.1007/s00500-023-08754-0 · 2023 · External reference
A modified tabu search algorithm for the single-machine scheduling problem using additive manufacturing technology
10.5267/j.ijiec.2020.1.001 · 2020 · External reference
A global sustainability perspective on 3d printing technologies
10.1016/j.enpol.2014.08.033 · 2014 · External reference
Scheduling unrelated additive manufacturing machines with practical constraints
2022 · External reference
Determination of fabricating orientation and packing in SLS process
10.1016/s0924-0136(01)00581-7 · 2001 · External reference
A genetic algorithm for packing three-dimensional non-convex objects having cavities and holes
1997 · External reference
Effective heuristic for makespan minimization in parallel batch machines with non-identical capacities
10.1016/j.ijpe.2015.07.021 · 2015 · External reference
A meta-heuristic for minimizing total weighted flow time on parallel batch machines
10.1016/j.cie.2018.08.009 · 2018 · External reference
A thousand ways to pack the bin – A practical approach to two-dimensional rectangle bin packing
2010 · External reference
A genetic algorithm for order acceptance and scheduling in additive manufacturing
10.1080/00207543.2021.1991023 · 2022 · External reference
Energy-aware production scheduling for additive manufacturing
10.1016/j.jclepro.2020.123183 · 2021 · External reference
Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem
10.1016/j.ejor.2022.03.054 · 2023 · External reference
Environmental dimensions of additive manufacturing: Mapping application domains and their environmental implications
10.1111/jiec.12629 · 2017 · External reference
MILP models to minimise makespan in additive manufacturing machine scheduling problems
10.1016/j.cor.2019.01.006 · 2019 · External reference
Scheduling of distributed additive manufacturing machines considering carbon emissions
2024 · External reference
Including mechanical requirements in a bi-objective nesting and scheduling model for additive manufacturing
10.1016/j.ejor.2025.03.022 · 2025 · External reference
Multi-objective energy-efficient hybrid flow shop scheduling using Q-learning and GVNS driven NSGA-II
10.1016/j.cor.2023.106360 · 2023 · External reference
Production planning in additive manufacturing and 3d printing
10.1016/j.cor.2017.01.013 · 2017 · External reference
The energy-aware nesting and scheduling problem on a single selective laser melting machine: Mathematical model and solution approach
10.1080/00207543.2025.2557013 · 2026 · External reference
A bi-objective optimization method to minimize the makespan and energy consumption on parallel SLM machines
2023 · External reference
Advanced scheduling for unrelated parallel additive manufacturing systems
10.1007/s00170-026-18613-5 · 2026 · External reference
A branch-and-price algorithm to perform single-machine scheduling for additive manufacturing
10.1016/j.jmse.2022.10.001 · 2023 · External reference
Simultaneous consideration of relative density, energy consumption, and build time for selective laser melting of inconel 718: A multi-objective optimization study on process parameter selection
10.1016/j.jclepro.2022.133284 · 2022 · External reference
Combinatorial benders decomposition for single machine scheduling in additive manufacturing with two-dimensional packing constraints
10.1016/j.ejor.2024.05.001 · 2024 · External reference
Nesting and scheduling optimization of additive manufacturing systems: Mapping the territory
2024 · External reference
Nesting and scheduling in additive manufacturing: The impact of practical nesting strategies on overall makespan efficiency
10.1049/cim2.70036 · 2025 · External reference
A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines
10.1080/00207543.2021.1987550 · 2022 · External reference
10.3926/jiem.7083
10.3926/jiem.7083 · External reference
Lagrangian approach to minimize makespan of non-identical parallel batch processing machines
10.1016/j.cie.2016.09.018 · 2016 · External reference
Integrated nesting and scheduling of additive manufacturing in 3d printing farms under calendar constraints
10.1007/s10696-026-09681-6 · 2026 · External reference
Sustainable negotiation-based nesting and scheduling in additive manufacturing systems
10.1016/j.engappai.2022.104836 · 2022 · External reference
A bi-objective scheduling model for additive manufacturing with multiple materials and sequence-dependent setup time
2020 · External reference
Joint scheduling of AGVs and parallel machines in an automated electrode foil production factory
10.1016/j.eswa.2023.122197 · 2024 · External reference
Scheduling a single batch processing machine with non-identical job sizes
10.1080/00207549408957026 · 1994 · External reference
A multi-objective dynamical artificial bee colony for energy-efficient fuzzy hybrid flow shop scheduling with batch processing machines
10.1016/j.eswa.2024.125244 · 2025 · External reference
A variable neighborhood search for the capacitated vehicle routing problem with two-dimensional loading constraints
10.1016/j.ejor.2014.12.048 · 2015 · External reference
Nesting and scheduling for parallel additive manufacturing machines with uncertain processing times: A simulation-optimisation approach
2025 · External reference
Online order scheduling of multi 3d printing tasks based on the additive manufacturing cloud platform
10.1016/j.jmsy.2022.02.007 · 2022 · External reference
A bi-objective scheduling problem on batch machines via a pareto-based ant colony system
10.1016/j.ijpe.2013.04.053 · 2013 · External reference
A hybrid mechanism-based and data-driven approach to forecast energy consumption of fused deposition modelling
10.1016/j.jclepro.2023.137500 · 2023 · External reference
Production scheduling of additively manufactured metal parts
10.1016/j.cirpj.2025.01.005 · 2025 · External reference
Improved evolutionary algorithm for parallel batch processing machine scheduling in additive manufacturing
10.1080/00207543.2019.1617447 · 2020 · External reference
A self-adaptive memetic algorithm with Q-learning for solving the multi-AGVs dispatching problem
10.1016/j.swevo.2024.101697 · 2024 · External reference
A multi-objective differential evolution algorithm for parallel batch processing machine scheduling considering electricity consumption cost
10.1016/j.cor.2018.04.009 · 2018 · External reference
An iterated local search for customer order scheduling in additive manufacturing
10.1080/00207543.2023.2167015 · 2024 · External reference
A new branch-and-cut approach for integrated planning in additive manufacturing
10.1016/j.ejor.2024.10.040 · 2025 · External reference
Advanced scheduling for unrelated parallel additive manufacturing systems
10.1007/s00170-026-18613-5 · ExternalCitation · doi-reference
Unrelated parallel batch processing machine scheduling for production systems under carbon reduction policies: NSGA-II and MOGWO metaheuristics
10.1007/s00500-023-08754-0 · ExternalCitation · doi-reference
Integrated nesting and scheduling of additive manufacturing in 3d printing farms under calendar constraints
10.1007/s10696-026-09681-6 · ExternalCitation · doi-reference
Efficient parts nesting schemes for improving stereolithography utilization
10.1016/j.cad.2012.12.002 · ExternalCitation · doi-reference
Lagrangian approach to minimize makespan of non-identical parallel batch processing machines
10.1016/j.cie.2016.09.018 · ExternalCitation · doi-reference
An effective iterated greedy algorithm for scheduling unrelated parallel batch machines with non-identical capacities and unequal ready times
10.1016/j.cie.2016.12.038 · ExternalCitation · doi-reference
A meta-heuristic for minimizing total weighted flow time on parallel batch machines
10.1016/j.cie.2018.08.009 · ExternalCitation · doi-reference
Production scheduling of additively manufactured metal parts
10.1016/j.cirpj.2025.01.005 · ExternalCitation · doi-reference
Production planning in additive manufacturing and 3d printing
10.1016/j.cor.2017.01.013 · ExternalCitation · doi-reference
A multi-objective differential evolution algorithm for parallel batch processing machine scheduling considering electricity consumption cost
10.1016/j.cor.2018.04.009 · ExternalCitation · doi-reference
MILP models to minimise makespan in additive manufacturing machine scheduling problems
10.1016/j.cor.2019.01.006 · ExternalCitation · doi-reference
Machine scheduling with orientation selection and two-dimensional packing for additive manufacturing
10.1016/j.cor.2021.105245 · ExternalCitation · doi-reference
A reinforcement learning iterated local search for makespan minimization in additive manufacturing machine scheduling problems
10.1016/j.cor.2021.105272 · ExternalCitation · doi-reference
Multi-objective energy-efficient hybrid flow shop scheduling using Q-learning and GVNS driven NSGA-II
10.1016/j.cor.2023.106360 · ExternalCitation · doi-reference
A variable neighborhood search for the capacitated vehicle routing problem with two-dimensional loading constraints
10.1016/j.ejor.2014.12.048 · ExternalCitation · doi-reference
Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem
10.1016/j.ejor.2022.03.054 · ExternalCitation · doi-reference
Combinatorial benders decomposition for single machine scheduling in additive manufacturing with two-dimensional packing constraints
10.1016/j.ejor.2024.05.001 · ExternalCitation · doi-reference
A new branch-and-cut approach for integrated planning in additive manufacturing
10.1016/j.ejor.2024.10.040 · ExternalCitation · doi-reference
Including mechanical requirements in a bi-objective nesting and scheduling model for additive manufacturing
10.1016/j.ejor.2025.03.022 · ExternalCitation · doi-reference
Sustainable negotiation-based nesting and scheduling in additive manufacturing systems
10.1016/j.engappai.2022.104836 · ExternalCitation · doi-reference
A global sustainability perspective on 3d printing technologies
10.1016/j.enpol.2014.08.033 · ExternalCitation · doi-reference
Joint scheduling of AGVs and parallel machines in an automated electrode foil production factory
10.1016/j.eswa.2023.122197 · ExternalCitation · doi-reference
A multi-objective dynamical artificial bee colony for energy-efficient fuzzy hybrid flow shop scheduling with batch processing machines
10.1016/j.eswa.2024.125244 · ExternalCitation · doi-reference
A bi-objective scheduling problem on batch machines via a pareto-based ant colony system
10.1016/j.ijpe.2013.04.053 · ExternalCitation · doi-reference
Effective heuristic for makespan minimization in parallel batch machines with non-identical capacities
10.1016/j.ijpe.2015.07.021 · ExternalCitation · doi-reference
Energy-aware production scheduling for additive manufacturing
10.1016/j.jclepro.2020.123183 · ExternalCitation · doi-reference
Simultaneous consideration of relative density, energy consumption, and build time for selective laser melting of inconel 718: A multi-objective optimization study on process parameter selection
10.1016/j.jclepro.2022.133284 · ExternalCitation · doi-reference
A hybrid mechanism-based and data-driven approach to forecast energy consumption of fused deposition modelling
10.1016/j.jclepro.2023.137500 · ExternalCitation · doi-reference
A branch-and-price algorithm to perform single-machine scheduling for additive manufacturing
10.1016/j.jmse.2022.10.001 · ExternalCitation · doi-reference
Online order scheduling of multi 3d printing tasks based on the additive manufacturing cloud platform
10.1016/j.jmsy.2022.02.007 · ExternalCitation · doi-reference
A self-adaptive memetic algorithm with Q-learning for solving the multi-AGVs dispatching problem
10.1016/j.swevo.2024.101697 · ExternalCitation · doi-reference
Determination of fabricating orientation and packing in SLS process
10.1016/s0924-0136(01)00581-7 · ExternalCitation · doi-reference
Nesting and scheduling in additive manufacturing: The impact of practical nesting strategies on overall makespan efficiency
10.1049/cim2.70036 · ExternalCitation · doi-reference
Improved evolutionary algorithm for parallel batch processing machine scheduling in additive manufacturing
10.1080/00207543.2019.1617447 · ExternalCitation · doi-reference
A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines
10.1080/00207543.2021.1987550 · ExternalCitation · doi-reference
A genetic algorithm for order acceptance and scheduling in additive manufacturing
10.1080/00207543.2021.1991023 · ExternalCitation · doi-reference
An iterated local search for customer order scheduling in additive manufacturing
10.1080/00207543.2023.2167015 · ExternalCitation · doi-reference
The energy-aware nesting and scheduling problem on a single selective laser melting machine: Mathematical model and solution approach
10.1080/00207543.2025.2557013 · ExternalCitation · doi-reference
Scheduling a single batch processing machine with non-identical job sizes
10.1080/00207549408957026 · ExternalCitation · doi-reference
Advanced constraint programming formulations for additive manufacturing machine scheduling problems
10.1080/01605682.2024.2382867 · ExternalCitation · doi-reference
Imitation learning-assisted evolutionary algorithm for energy-efficient flexible job shop scheduling problem with automated guided vehicles
10.1109/tevc.2025.3540105 · ExternalCitation · doi-reference
Environmental dimensions of additive manufacturing: Mapping application domains and their environmental implications
10.1111/jiec.12629 · ExternalCitation · doi-reference
10.3926/jiem.7083
10.3926/jiem.7083 · ExternalCitation · doi-reference
A modified tabu search algorithm for the single-machine scheduling problem using additive manufacturing technology
10.5267/j.ijiec.2020.1.001 · ExternalCitation · doi-reference
