Research graph
References from An LLM-assisted optimization algorithm for energy-efficient flexible job shop scheduling problem with unreliable machines and AGVs. Local targets link to admitted publications; unresolved targets remain external evidence.
Adaptive multi-scale heterogeneous graph-attention network assisted deep reinforcement learning for distributed flexible job-shop scheduling problem
10.1016/j.swevo.2026.102333 · 2026 · External reference
Integrated modeling and scheduling for stochastic flexible job shops considering machine degradation and production dynamics
10.1016/j.eswa.2025.129469 · 2026 · External reference
A dual population collaborative genetic algorithm for solving flexible job shop scheduling problem with AGV
10.1016/j.swevo.2024.101538 · 2024 · External reference
MIP modeling of energy-conscious FJSP and its extended problems:From simplicity to complexity
10.1016/j.eswa.2023.122594 · 2024 · External reference
HGA-MPPO: A unified heterogeneous graph attention and multi-policy PPO framework for AGV-assisted flexible job shop scheduling
10.1016/j.swevo.2026.102331 · 2026 · External reference
Asynchronous hierarchical deep reinforcement learning with learnable reward shaping for distributed multi-UCAV air combat decision
10.1007/s11431-025-3130-x · 2026 · External reference
Production and transport scheduling in flexible job shop manufacturing systems
10.1007/s10898-021-00992-6 · 2021 · External reference
A tree neural network deep reinforcement learning for flexible job shop scheduling with transportation constraints
10.1016/j.swevo.2025.102102 · 2025 · External reference
Transient behavior of serial production lines with Bernoulli machines
10.1080/07408170701488037 · 2008 · External reference
Solving the blocking job-shop scheduling problem considering transportation and the no buffer constraint: a performance and price-based auction approach
10.1080/00207543.2025.2537913 · 2025 · External reference
A hybrid cooperative coevolution algorithm for fuzzy flexible job shop scheduling
10.1109/tfuzz.2019.2895562 · 2019 · External reference
An improved aggregation method for performance analysis of Bernoulli serial production lines
10.1109/tase.2020.2964609 · 2021 · External reference
Decomposition and aggregation-based real-time analysis of assembly systems with geometric machines and small batch-based production tasks
10.1109/tase.2019.2963064 · 2021 · External reference
Transient analysis of production performance and energy consumption in geometric flexible production systems
10.1016/j.eswa.2023.123065 · 2024 · External reference
Bi-objective grey wolf optimization algorithm combined Levy flight mechanism for the FMC green scheduling problem
10.1016/j.asoc.2021.107717 · 2021 · External reference
The low-carbon scheduling optimization of integrated multispeed flexible manufacturing and multi-AGV transportation
10.3390/pr10101944 · 2022 · External reference
Deep reinforcement learning-based memetic algorithm for energy-aware flexible job shop scheduling with multi-AGV
10.1016/j.cie.2024.109917 · 2024 · External reference
Multi-objective adaptive large neighbourhood search algorithm for dynamic flexible job shop schedule problem with transportation resource
10.1016/j.engappai.2024.107917 · 2024 · External reference
Knowledge-based multi-objective evolutionary algorithm for energy-efficient flexible job shop scheduling with mobile robot transportation
10.1016/j.aei.2024.102647 · 2024 · External reference
Imitation learning-assisted evolutionary algorithm for energy-efficient flexible job shop scheduling problem with automated guided vehicles
2025 · External reference
LLM-assisted automatic memetic algorithm for lot-streaming hybrid job shop scheduling with variable sublots
2025 · External reference
10.1145/3708778.3708783
10.1145/3708778.3708783 · External reference
Large language models for machine learning design assistance: Prompt-driven algorithm selection and optimization in diverse supervised learning tasks
10.3390/app152010968 · 2025 · External reference
A modified starfish optimization algorithm (M-SFOA) for global optimization problems and its application to heart disease risk prediction
10.1016/j.eswa.2026.131088 · 2026 · External reference
Machine learning-based orange quality classification: A hyperparameter optimization approach through puma optimizer
2025 · External reference
Meta-heuristic optimization for optimal block size in multi-focus image fusion: a comprehensive comparative studys
10.1007/s00371-025-04084-4 · 2025 · External reference
An optimal multi-exposure image fusion using genetic algorithm
2025 · External reference
Mathematical discoveries from program search with large language models
2023 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2023 · External reference
Role of chat GPT in public health
10.1007/s10439-023-03172-7 · 2023 · External reference
Unresolved reference
2025 · External reference
DeepSeek vs. ChatGPT vs. Claude: A comparative study for scientific computing and scientific machine learning tasks
10.1016/j.taml.2025.100583 · 2025 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2024 · External reference
LLaMEA: A large language model evolutionary algorithm for automatically generating metaheuristics
10.1109/tevc.2024.3497793 · 2025 · External reference
LLMOA: A novel large language model assisted hyper-heuristic optimization algorithm
10.1016/j.aei.2024.103042 · 2025 · External reference
Finite production run-based serial lines with Bernoulli machines: Performance analysis, bottleneck, and case study
10.1109/tase.2015.2433674 · 2016 · External reference
A Q-learning guided dual population genetic algorithm for distributed permutation flow shop scheduling problem with machine having fuzzy processing efficiency
10.1016/j.eswa.2025.127882 · 2025 · External reference
10.1109/cec.2007.4424770
10.1109/cec.2007.4424770 · External reference
An improved genetic algorithm for solving the multi-AGV flexible job shop scheduling problem
10.3390/s23083815 · 2023 · External reference
Energy-saving scheduling for flexible job shop problem with AGV transportation considering emergencies
10.3390/systems11020103 · 2023 · External reference
10.1145/1830761.1830768
10.1145/1830761.1830768 · External reference
Unresolved reference
2022 · External reference
A decomposition-based coevolutionary multiobjective local search for combinatorial multiobjective optimization
10.1016/j.swevo.2019.05.007 · 2019 · External reference
10.1109/cec48606.2020.9185546
10.1109/cec48606.2020.9185546 · External reference
A fast and elitist multiobjective genetic algorithm: NSGA-II
10.1109/4235.996017 · 2002 · External reference
MOEA/D: A multiobjective evolutionary algorithm based on decomposition
10.1109/tevc.2007.892759 · 2007 · External reference
Multi-objective green scheduling of integrated flexible job shop and automated guided vehicles
10.1016/j.engappai.2023.106864 · 2023 · External reference
A multi-objective migrating birds optimization algorithm based on game theory for dynamic flexible job shop scheduling problem
10.1016/j.eswa.2023.120268 · 2023 · External reference
A DQN-based memetic algorithm for energy-efficient job shop scheduling problem with integrated limited AGVs
10.1016/j.swevo.2024.101544 · 2024 · External reference
Meta-heuristic optimization for optimal block size in multi-focus image fusion: a comprehensive comparative studys
10.1007/s00371-025-04084-4 · ExternalCitation · doi-reference
Role of chat GPT in public health
10.1007/s10439-023-03172-7 · ExternalCitation · doi-reference
Production and transport scheduling in flexible job shop manufacturing systems
10.1007/s10898-021-00992-6 · ExternalCitation · doi-reference
Asynchronous hierarchical deep reinforcement learning with learnable reward shaping for distributed multi-UCAV air combat decision
10.1007/s11431-025-3130-x · ExternalCitation · doi-reference
Knowledge-based multi-objective evolutionary algorithm for energy-efficient flexible job shop scheduling with mobile robot transportation
10.1016/j.aei.2024.102647 · ExternalCitation · doi-reference
LLMOA: A novel large language model assisted hyper-heuristic optimization algorithm
10.1016/j.aei.2024.103042 · ExternalCitation · doi-reference
Bi-objective grey wolf optimization algorithm combined Levy flight mechanism for the FMC green scheduling problem
10.1016/j.asoc.2021.107717 · ExternalCitation · doi-reference
Deep reinforcement learning-based memetic algorithm for energy-aware flexible job shop scheduling with multi-AGV
10.1016/j.cie.2024.109917 · ExternalCitation · doi-reference
Multi-objective green scheduling of integrated flexible job shop and automated guided vehicles
10.1016/j.engappai.2023.106864 · ExternalCitation · doi-reference
Multi-objective adaptive large neighbourhood search algorithm for dynamic flexible job shop schedule problem with transportation resource
10.1016/j.engappai.2024.107917 · ExternalCitation · doi-reference
A multi-objective migrating birds optimization algorithm based on game theory for dynamic flexible job shop scheduling problem
10.1016/j.eswa.2023.120268 · ExternalCitation · doi-reference
MIP modeling of energy-conscious FJSP and its extended problems:From simplicity to complexity
10.1016/j.eswa.2023.122594 · ExternalCitation · doi-reference
Transient analysis of production performance and energy consumption in geometric flexible production systems
10.1016/j.eswa.2023.123065 · ExternalCitation · doi-reference
A Q-learning guided dual population genetic algorithm for distributed permutation flow shop scheduling problem with machine having fuzzy processing efficiency
10.1016/j.eswa.2025.127882 · ExternalCitation · doi-reference
Integrated modeling and scheduling for stochastic flexible job shops considering machine degradation and production dynamics
10.1016/j.eswa.2025.129469 · ExternalCitation · doi-reference
A modified starfish optimization algorithm (M-SFOA) for global optimization problems and its application to heart disease risk prediction
10.1016/j.eswa.2026.131088 · ExternalCitation · doi-reference
A decomposition-based coevolutionary multiobjective local search for combinatorial multiobjective optimization
10.1016/j.swevo.2019.05.007 · ExternalCitation · doi-reference
A dual population collaborative genetic algorithm for solving flexible job shop scheduling problem with AGV
10.1016/j.swevo.2024.101538 · ExternalCitation · doi-reference
A DQN-based memetic algorithm for energy-efficient job shop scheduling problem with integrated limited AGVs
10.1016/j.swevo.2024.101544 · ExternalCitation · doi-reference
A tree neural network deep reinforcement learning for flexible job shop scheduling with transportation constraints
10.1016/j.swevo.2025.102102 · ExternalCitation · doi-reference
HGA-MPPO: A unified heterogeneous graph attention and multi-policy PPO framework for AGV-assisted flexible job shop scheduling
10.1016/j.swevo.2026.102331 · ExternalCitation · doi-reference
Adaptive multi-scale heterogeneous graph-attention network assisted deep reinforcement learning for distributed flexible job-shop scheduling problem
10.1016/j.swevo.2026.102333 · ExternalCitation · doi-reference
DeepSeek vs. ChatGPT vs. Claude: A comparative study for scientific computing and scientific machine learning tasks
10.1016/j.taml.2025.100583 · ExternalCitation · doi-reference
Solving the blocking job-shop scheduling problem considering transportation and the no buffer constraint: a performance and price-based auction approach
10.1080/00207543.2025.2537913 · ExternalCitation · doi-reference
Transient behavior of serial production lines with Bernoulli machines
10.1080/07408170701488037 · ExternalCitation · doi-reference
A fast and elitist multiobjective genetic algorithm: NSGA-II
10.1109/4235.996017 · ExternalCitation · doi-reference
10.1109/cec.2007.4424770
10.1109/cec.2007.4424770 · ExternalCitation · doi-reference
10.1109/cec48606.2020.9185546
10.1109/cec48606.2020.9185546 · ExternalCitation · doi-reference
Finite production run-based serial lines with Bernoulli machines: Performance analysis, bottleneck, and case study
10.1109/tase.2015.2433674 · ExternalCitation · doi-reference
Decomposition and aggregation-based real-time analysis of assembly systems with geometric machines and small batch-based production tasks
10.1109/tase.2019.2963064 · ExternalCitation · doi-reference
An improved aggregation method for performance analysis of Bernoulli serial production lines
10.1109/tase.2020.2964609 · ExternalCitation · doi-reference
MOEA/D: A multiobjective evolutionary algorithm based on decomposition
10.1109/tevc.2007.892759 · ExternalCitation · doi-reference
LLaMEA: A large language model evolutionary algorithm for automatically generating metaheuristics
10.1109/tevc.2024.3497793 · ExternalCitation · doi-reference
A hybrid cooperative coevolution algorithm for fuzzy flexible job shop scheduling
10.1109/tfuzz.2019.2895562 · ExternalCitation · doi-reference
10.1145/1830761.1830768
10.1145/1830761.1830768 · ExternalCitation · doi-reference
10.1145/3708778.3708783
10.1145/3708778.3708783 · ExternalCitation · doi-reference
Large language models for machine learning design assistance: Prompt-driven algorithm selection and optimization in diverse supervised learning tasks
10.3390/app152010968 · ExternalCitation · doi-reference
The low-carbon scheduling optimization of integrated multispeed flexible manufacturing and multi-AGV transportation
10.3390/pr10101944 · ExternalCitation · doi-reference
An improved genetic algorithm for solving the multi-AGV flexible job shop scheduling problem
10.3390/s23083815 · ExternalCitation · doi-reference
Energy-saving scheduling for flexible job shop problem with AGV transportation considering emergencies
10.3390/systems11020103 · ExternalCitation · doi-reference
