Computers & Industrial Engineering

Article	Citations
Aquila Optimizer: A novel meta-heuristic optimization algorithm	1413
African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems	789
A review of applications in federated learning	595
Predictive maintenance in the Industry 4.0: A systematic literature review	526
Supply chain transparency through blockchain-based traceability: An overview with demonstration	297
Golden eagle optimizer: A nature-inspired metaheuristic algorithm	266
Blockchain-based framework for supply chain traceability: A case example of textile and clothing industry	264
A self-learning genetic algorithm based on reinforcement learning for flexible job-shop scheduling problem	259
Path planning optimization of indoor mobile robot based on adaptive ant colony algorithm	253
A literature review of blockchain technology applications in supply chains: A comprehensive analysis of themes, methodologies and industries	231
Improving supply chain resilience through industry 4.0: A systematic literature review under the impressions of the COVID-19 pandemic	215
Simulation in industry 4.0: A state-of-the-art review	166
Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems	164
Smart production planning and control in the Industry 4.0 context: A systematic literature review	161
The electric vehicle routing problem and its variations: A literature review	159
The evolution of the Internet of Things (IoT) over the past 20 years	141
Blockchain in operations management and manufacturing: Potential and barriers	133
A novel enhanced whale optimization algorithm for global optimization	131
A cooperative water wave optimization algorithm with reinforcement learning for the distributed assembly no-idle flowshop scheduling problem	128
Machine learning applications in production lines: A systematic literature review	122
Deep reinforcement learning based AGVs real-time scheduling with mixed rule for flexible shop floor in industry 4.0	119
Decision analysis related to the renewable energy investments in Turkey based on a Fuzzy AHP-EDAS-Fuzzy FMEA approach	116
Optimal pricing and remanufacturing mode in a closed-loop supply chain of WEEE under government fund policy	111
Blockchain-based smart tracking and tracing platform for drug supply chain	107
Deep learning for diagnosis and classification of faults in industrial rotating machinery	105

A capacity planning approach for sustainable-resilient supply chain network design under uncertainty: A case study of vaccine supply chain	103
A systematic literature review of supply chain decision making supported by the Internet of Things and Big Data Analytics	102
Implementing Industry 4.0 principles	100
Analyzing a stochastic dual-channel supply chain under consumers’ low carbon preferences and cap-and-trade regulation	99
Dynamic multi-objective scheduling for flexible job shop by deep reinforcement learning	98
Circular supply chains in the era of industry 4.0: A systematic literature review	93
The experimental application of popular machine learning algorithms on predictive maintenance and the design of IIoT based condition monitoring system	93
Remaining useful life re-prediction methodology based on Wiener process: Subsea Christmas tree system as a case study	92
A review of Industry 4.0 characteristics and challenges, with potential improvements using blockchain technology	92
Multi-objective sustainable opened- and closed-loop supply chain under mixed uncertainty during COVID-19 pandemic situation	91
Industry 4.0 reference architectures: State of the art and future trends	90
Blockchain-based Supply Chain Traceability for COVID-19 personal protective equipment	90
Blockchain and edge computing technology enabling organic agricultural supply chain: A framework solution to trust crisis	87
Simulation-based assessment of supply chain resilience with consideration of recovery strategies in the COVID-19 pandemic context	86
Smart Working in Industry 4.0: How digital technologies enhance manufacturing workers' activities	80
An agent-based model for supply chain recovery in the wake of the COVID-19 pandemic	80
The link between information and digital technologies of industry 4.0 and agile supply chain: Mapping current research and establishing new research avenues	80
Coverage path planning for multiple unmanned aerial vehicles in maritime search and rescue operations	79
An improved iterated greedy algorithm for the distributed assembly permutation flowshop scheduling problem	79
An effective backtracking search algorithm for multi-objective flexible job shop scheduling considering new job arrivals and energy consumption	78
A production inventory model with interval-valued carbon emission parameters under price-sensitive demand	78
Medical waste management during coronavirus disease 2019 (COVID-19) outbreak: A mathematical programming model	77
Carbon emission reduction decisions of supply chain members under cap-and-trade regulations: A differential game analysis	76
Village 4.0: Digitalization of village with smart internet of things technologies	76
A Choquet integral based interval Type-2 trapezoidal fuzzy multiple attribute group decision making for Sustainable Supplier Selection	75
Leveraging digital capabilities toward a circular economy: Reinforcing sustainable supply chain management with Industry 4.0 technologies	75
Monitoring the coefficient of variation: A literature review	74
Analysis of Industry 4.0 challenges using best worst method: A case study	73
Truck scheduling optimization at a cold-chain cross-docking terminal with product perishability considerations	73
Global path planning based on a bidirectional alternating search A* algorithm for mobile robots	73
UAV based long range environment monitoring system with Industry 5.0 perspectives for smart city infrastructure	72
Sales mode selection of fresh food supply chain based on blockchain technology under different channel competition	71
A cohesion-driven consensus reaching process for large scale group decision making under a hesitant fuzzy linguistic term sets environment	71
A novel multi-variable grey forecasting model and its application in forecasting the grain production in China	70
A review of Pareto pruning methods for multi-objective optimization	69
Two-stage pricing strategies of a dual-channel supply chain considering public green preference	69
Optimal decisions for competitive manufacturers under carbon tax and cap-and-trade policies	69
Routing and scheduling in Home Health Care: A literature survey and bibliometric analysis	69
Pathways for electric power industry to achieve carbon emissions peak and carbon neutrality based on LEAP model: A case study of state-owned power generation enterprise in China	69
A multi-objective scheduling method for distributed and flexible job shop based on hybrid genetic algorithm and tabu search considering operation outsourcing and carbon emission	69
Novel approach to multi-attribute group decision-making based on interval-valued Pythagorean fuzzy power Maclaurin symmetric mean operator	68
Self-adaptive multi-objective evolutionary algorithm for flexible job shop scheduling with fuzzy processing time	68
A novel hybrid multi-criteria group decision-making approach with intuitionistic fuzzy sets to design reverse supply chains for COVID-19 medical waste recycling channels	68
Competition and coordination in a dual-channel green supply chain with an eco-label policy	67
Human resources management 4.0: Literature review and trends	67
A novel reinforcement learning-based hyper-heuristic for heterogeneous vehicle routing problem	66
Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership	66
A hyper heuristic for the green vehicle routing problem with simultaneous pickup and delivery	65
An interactive fuzzy programming approach for a sustainable supplier selection under textile supply chain management	65
Exploring the application of Industry 4.0 technologies in the agricultural food supply chain: A systematic literature review	65

Digital transformation: A systematic literature review	64
Big data empowering low-carbon smart tourism study on low-carbon tourism O2O supply chain considering consumer behaviors and corporate altruistic preferences	64
Workforce and supply chain disruption as a digital and technological innovation opportunity for resilient manufacturing systems in the COVID-19 pandemic	64
Blockchain and IoT embedded sustainable virtual closed-loop supply chain in E-commerce towards the circular economy	63
Developing a blockchain framework for the automotive supply chain: A systematic review	63
Analysis of factors affecting economic operation of electric vehicle charging station based on DEMATEL-ISM	63
Three-stage super-efficiency DEA models based on the cooperative game and its application on the R&D green innovation of the Chinese high-tech industry	62
An end-to-end framework for remaining useful life prediction of rolling bearing based on feature pre-extraction mechanism and deep adaptive transformer model	62
Route optimization for cold chain logistics of front warehouses based on traffic congestion and carbon emission	61
The value proposition of blockchain technologies and its impact on Digital Platforms	61
Alleviating the Impact of the Barriers to Circular Economy Adoption Through Blockchain: An Investigation Using an Integrated MCDM-based QFD With Hesitant Fuzzy Linguistic Term Sets	59
Studying the interactions among Industry 5.0 and circular supply chain: Towards attaining sustainable development	58
Multi-resource constrained flexible job shop scheduling problem with fixture-pallet combinatorial optimisation	58
Barriers to lean six sigma implementation in the supply chain: An ISM model	58
Managing healthcare supply chain through artificial intelligence (AI): A study of critical success factors	58
Procurement, traceability and advance cash credit payment transactions in supply chain using blockchain smart contracts	57
Ergonomic risk assessment based on computer vision and machine learning	57
Link between Industry 4.0 and green supply chain management: Evidence from the automotive industry	57
A classification proposal of digital twin applications in the safety domain	56
A novel multi-scale CNN and attention mechanism method with multi-sensor signal for remaining useful life prediction	56
Supply chain resilience initiatives and strategies: A systematic review	56
An experimental human-robot collaborative disassembly cell	55
Simulation-based decision support tool for in-house logistics: the basis for a digital twin	55
Evaluation of Metaverse integration of freight fluidity measurement alternatives using fuzzy Dombi EDAS model	55
A systematic review of Augmented Reality interfaces for collaborative industrial robots	55
New complex proportional assessment approach using Einstein aggregation operators and improved score function for interval-valued Fermatean fuzzy sets	55
An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection	54
Safe distance-based vehicle routing problem: Medical waste collection case study in COVID-19 pandemic	54
Designing a supply chain network for blood decomposition by utilizing social and environmental factor	54
A robust bi-objective mathematical model for disaster rescue units allocation and scheduling with learning effect	54
A bi-objective optimization model for the medical supplies' simultaneous pickup and delivery with drones	53
An optimization approach for sustainable and resilient supply chain design with regional considerations	53
Investigating the COVID-19 pandemic’s impact on sustainable supplier selection in the Nigerian manufacturing sector	52
Towards a conceptualisation of Order Picking 4.0	52
A new bi-objective green medicine supply chain network design under fuzzy environment: Hybrid metaheuristic algorithms	52
Research on green closed-loop supply chain with the consideration of double subsidy in e-commerce environment	52
Scheduling of container-handling equipment during the loading process at an automated container terminal	51
A bi-objective robust optimization model for disaster response planning under uncertainties	51
Analysis of the factors affecting the Industry 4.0 tendency with the structural equation model and an application	51
A tripartite evolutionary game model of emergency supplies joint reserve among the government, enterprise and society	51
A novel grey multi-criteria three-way decisions model and its application	51
The hybrid PROPHET-SVR approach for forecasting product time series demand with seasonality	51
Consensus reaching with consistency control in group decision making with incomplete hesitant fuzzy linguistic preference relations	51
A fatigue-conscious dual resource constrained flexible job shop scheduling problem by enhanced NSGA-II: An application from casting workshop	51
Future of artificial intelligence and its influence on supply chain risk management – A systematic review	51
A set of efficient heuristics and meta-heuristics to solve a multi-objective pharmaceutical supply chain network	51
An extended TODIM approach for group emergency decision making based on bidirectional projection with hesitant triangular fuzzy sets	51
Enabling smart agriculture by implementing artificial intelligence and embedded sensing	50
An empowered AdaBoost algorithm implementation: A COVID-19 dataset study	50
Recent dynamic vehicle routing problems: A survey	50
Prioritizing barriers for the adoption of Industry 4.0 technologies	50
Multi-attribute group decision making method based on prospect theory under hesitant probabilistic fuzzy environment	50
An effective MCTS-based algorithm for minimizing makespan in dynamic flexible job shop scheduling problem	50
A cooperative memetic algorithm with feedback for the energy-aware distributed flow-shops with flexible assembly scheduling	49
Decision-making and coordination with government subsidies and fairness concerns in the poverty alleviation supply chain	49
Logistics service sharing and competition in a dual-channel e-commerce supply chain	49
Blockchain for aerospace and defense: Opportunities and open research challenges	49
Optimizing ride-sharing operations in smart sustainable cities: Challenges and the need for agile algorithms	49
A vehicle-UAV operation scheme for instant delivery	49
Design concept evaluation of smart product-service systems considering sustainability: An integrated method	49
Dynamic pickup and delivery problem with transshipments and LIFO constraints	48
A three-echelon green supply chain management for biodegradable products with three transportation modes	48
Towards decision support systems for energy management in the smart industry and Internet of Things	48
Development and validation of guidelines for safety in human-robot collaborative assembly systems	48
Integrated scheduling optimization of U-shaped automated container terminal under loading and unloading mode	47
The optimal e-commerce sales mode selection and information sharing strategy under demand uncertainty	47
A blockchain-based interactive approach between digital twin-based manufacturing systems	47
Effects of supply chain transparency, alignment, adaptability, and agility on blockchain adoption in supply chain among SMEs	47
A manufacturing quality prediction model based on AdaBoost-LSTM with rough knowledge	46
Reinforcement learning-driven maintenance strategy: A novel solution for long-term aircraft maintenance decision optimization	46
Impact of emission reduction investments on decisions and profits in a supply chain with two competitive manufacturers	46
Industry 4.0 and demand forecasting of the energy supply chain: A literature review	45
Modeling the artificial intelligence-based imperatives of industry 5.0 towards resilient supply chains: A post-COVID-19 pandemic perspective	45
A review of planning and scheduling methods for hot rolling mills in steel production	45
Emerging architecture for heterogeneous smart cyber-physical systems for industry 5.0	44
A multi-stage hybrid consensus reaching model for multi-attribute large group decision-making: Integrating cardinal consensus and ordinal consensus	44
Direct selling, agent selling, or dual-format selling: Electronic channel configuration considering channel competition and platform service	44
Environmental sustainability EOQ model for closed-loop supply chain under market uncertainty: A case study of printer remanufacturing	44
Supply chain risk management with machine learning technology: A literature review and future research directions	44
Multi-objective modelling of sustainable closed-loop supply chain network with price-sensitive demand and consumer’s incentives	44

Intelligent machine learning based total productive maintenance approach for achieving zero downtime in industrial machinery	44
Optimal innovation investment: the role of subsidy schemes and supply chain channel power structure	44
A multi-objective consistent home healthcare routing and scheduling problem in an uncertain environment	43
Artificial neural network-based decision support systems in manufacturing processes: A systematic literature review	43
Integrated optimization of quality and maintenance: A literature review	43
Sustainable closed-loop supply chain for dairy industry with robust and heuristic optimization	43
A comprehensive framework and literature review of supplier selection under different purchasing strategies	43
Applications of the internet of things for optimizing warehousing and logistics operations: A systematic literature review and future research directions	43
Platform encroachment with price matching: Introducing a self-constructing online platform into the sea-cargo market	43
Data security storage mechanism based on blockchain industrial Internet of Things	43
Sustainable supplier selection and order allocation under demand, supplier availability and supplier grading uncertainties	43
A smart production system with an autonomation technology and dual channel retailing	42
Log-flock: A blockchain-enabled platform for digital asset valuation and risk assessment in E-commerce logistics financing	42
An earth mover’s distance based multivariate generalized likelihood ratio control chart for effective monitoring of 3D point cloud surface	42
Drone routing and optimization for post-disaster inspection	42
Why low-carbon technological innovation hardly promote energy efficiency of China? – Based on spatial econometric method and machine learning	42
A branch-and-bound approach for AGV dispatching and routing problems in automated container terminals	41
A hybrid decision-making model for sustainable supplier evaluation in electronics manufacturing	41
A heuristic whale optimization algorithm with niching strategy for global multi-dimensional engineering optimization	41
Taxes or subsidies to promote investment in green technologies for a supply chain considering consumer preferences for green products	41
Efficiency evaluation with regret-rejoice cross-efficiency DEA models under the distributed linguistic environment	41
Multi-skilling in scheduling problems: A review on models, methods and applications	41
A cross-temporal hierarchical framework and deep learning for supply chain forecasting	41
Product pricing problem in green and non-green multi-channel supply chains under government intervention and in the presence of third-party logistics companies	41
Third-party remanufacturing mode selection for a capital-constrained closed-loop supply chain under financing portfolio	41
Modelling uncertainty in sustainable-green integrated reverse logistics network using metaheuristics optimization	41
E-commerce supply chain decisions under platform digital empowerment-induced demand	40
A duopoly game model for pricing and green technology selection under cap-and-trade scheme	40
OSWMI: An objective-subjective weighted method for minimizing inconsistency in multi-criteria decision making	40
Understanding the management of cyber resilient systems	40
Remanufacturing process innovation in closed-loop supply chain under cost-sharing mechanism and different power structures	40
Energy-efficient path planning for a single-load automated guided vehicle in a manufacturing workshop	40
A proposed method for third-party reverse logistics partner selection and order allocation in the cellphone industry	40
A parallel hybrid PSO-GA algorithm for the flexible flow-shop scheduling with transportation	40
The logistics service providers during the COVID-19 pandemic: The prominence and the cause-effect structure of uncertainties and risks	40
Detection of melanoma in dermoscopic images by integrating features extracted using handcrafted and deep learning models	39
New perspectives and results for Smart Operators in industry 4.0: A human-centered approach	39
The vertical cooperation and pricing strategies of electric vehicle supply chain under brand competition	39
Effect of process parameters on parts quality and process efficiency of fused deposition modeling	39
Multi-objective multi-mode resource-constrained project scheduling with fuzzy activity durations in prefabricated building construction	39
Digital twin-enabled dynamic spatial-temporal knowledge graph for production logistics resource allocation	39
Identification and classification of risk factors for human-robot collaboration from a system-wide perspective	39
Green scheduling of distributed two-stage reentrant hybrid flow shop considering distributed energy resources and energy storage system	39
Adaptive particle swarm optimization for integrated quay crane and yard truck scheduling problem	39
Analysis and evaluation of challenges in the integration of Industry 4.0 and sustainable steel reverse logistics network	38
Integration of blockchain-enabled closed-loop supply chain and robust product portfolio design	38
A novel health indicator for intelligent prediction of rolling bearing remaining useful life based on unsupervised learning model	38
Integrated supplier selection, scheduling, and routing problem for perishable product supply chain: A distributionally robust approach	38
Factors affecting Industry 4.0 adoption – A hybrid SEM-ANN approach	38
Pricing and advertising decisions in a direct-sales closed-loop supply chain	38
A probabilistic interval-valued hesitant fuzzy gained and lost dominance score method based on regret theory	38
A comparative analysis of synchronized truck-and-drone delivery models	38
Distributionally robust optimization of a Canadian healthcare supply chain to enhance resilience during the COVID-19 pandemic	38
An ensemble learning based multi-objective evolutionary algorithm for the dynamic vehicle routing problem with time windows	38
Optimal lot-size and Price of Perishable Goods: A novel Game-Theoretic Model using Double Interval Grey Numbers	38
A dynamic pricing scheme for electric vehicle in photovoltaic charging station based on Stackelberg game considering user satisfaction	38
A resilient-green model for multi-echelon meat supply chain planning	37
Evaluation and selection model of community group purchase platform based on WEPLPA-CPT-EDAS method	37
Does extended warranty depict competitive advantage to a retailer in a retail-e-tail channel supply chain	37
Improved Lévy flight distribution algorithm with FDB-based guiding mechanism for AVR system optimal design	37
Vessel traffic scheduling optimization for restricted channel in ports	37
Location optimization of a competitive distribution center for urban cold chain logistics in terms of low-carbon emissions	37
A multiple integrated approach for modelling critical success factors in sustainable LSS implementation	37
Electric bus charging station site selection based on the combined DEMATEL and PROMETHEE-PT framework	37
Reliable supply chain network design for 3PL providers using consolidation hubs under disruption risks considering product perishability: An application to a pharmaceutical distribution network	37
Collection and recycling decisions for electric vehicle end-of-life power batteries in the context of carbon emissions reduction	37
Multi-trip heterogeneous vehicle routing problem coordinated with production scheduling: Memetic algorithm and simulated annealing approaches	36
Kansei engineering for new energy vehicle exterior design: An internet big data mining approach	36
Framework for a closed-loop cooperative human Cyber-Physical System for the mining industry driven by VR and AR: MHCPS	36
Optimal pricing and service level in supply chain considering misreport behavior and fairness concern	36
A hybrid modeling approach for green and sustainable closed-loop supply chain considering price, advertisement and uncertain demands	36
Conceptualising a supply and demand resilience methodology: A hybrid DEMATEL-TOPSIS-possibilistic multi-objective optimization approach	36
A TRIZ-based product-service design approach for developing innovative products	36
Optimal production decisions for remanufacturing end-of-life products under quality uncertainty and a carbon cap-and-trade policy	36
Economic assessment of a serial production system with random imperfection and shortages: A step towards sustainability	36
Strategic information sharing in a supply chain under potential supplier encroachment	36
A heuristic approach for a scheduling problem in additive manufacturing under technological constraints	36
Joint optimization of condition-based maintenance and spares inventory for a series–parallel system with two failure modes	36
Feedback RRT* algorithm for UAV path planning in a hostile environment	35
Coverage path planning for spraying drones	35
Survey of integrated flexible job shop scheduling problems	35
Energy-aware decision support models in production environments: A systematic literature review	35
Mobile wallet adoption intention amid COVID-19 pandemic outbreak: A novel conceptual framework	35
Structural properties and algorithms for earliness and tardiness scheduling against common due dates and windows: A review	35
Ride-sharing under travel time uncertainty: Robust optimization and clustering approaches	35
Discussing resilience in the context of cyber physical systems	35
An optimal Best-Worst prioritization method under a 2-tuple linguistic environment in decision making	35
An analytical and a Deep Learning model for solving the inverse kinematic problem of an industrial parallel robot	35
Stochastic batch dispersion model to optimize traceability and enhance transparency using Blockchain	34
Robust job-shop scheduling under deterministic and stochastic unavailability constraints due to preventive and corrective maintenance	34
Closing the loop: Redesigning sustainable reverse logistics network in uncertain supply chains	34
Blockchain applications for secured and resilient supply chains: A systematic literature review and future research agenda	34
Robust optimization of sustainable food supply chain network considering food waste valorization and supply uncertainty	34
Mixed memory control chart based on auxiliary information for simultaneously monitoring of process parameters: An application in glass field	34
On-line three-dimensional packing problems: A review of off-line and on-line solution approaches	34