Computers & Industrial Engineering

Article	Citations
Aquila Optimizer: A novel meta-heuristic optimization algorithm	1242
African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems	645
A review of applications in federated learning	442
Predictive maintenance in the Industry 4.0: A systematic literature review	418
A mayfly optimization algorithm	416
Supply chain transparency through blockchain-based traceability: An overview with demonstration	251
An optimized model using LSTM network for demand forecasting	235
Blockchain-based framework for supply chain traceability: A case example of textile and clothing industry	233
Golden eagle optimizer: A nature-inspired metaheuristic algorithm	229
A self-learning genetic algorithm based on reinforcement learning for flexible job-shop scheduling problem	217
Path planning optimization of indoor mobile robot based on adaptive ant colony algorithm	209
A literature review of blockchain technology applications in supply chains: A comprehensive analysis of themes, methodologies and industries	195
Improving supply chain resilience through industry 4.0: A systematic literature review under the impressions of the COVID-19 pandemic	182
Simulation in industry 4.0: A state-of-the-art review	151
Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems	142
Smart production planning and control in the Industry 4.0 context: A systematic literature review	139
Fuzzy DEMATEL analysis of barriers to Blockchain-based life cycle assessment in China	125
The evolution of the Internet of Things (IoT) over the past 20 years	124
The electric vehicle routing problem and its variations: A literature review	122
A novel enhanced whale optimization algorithm for global optimization	118
Blockchain in operations management and manufacturing: Potential and barriers	117
A cooperative water wave optimization algorithm with reinforcement learning for the distributed assembly no-idle flowshop scheduling problem	116
Multi-objective fuzzy robust optimization approach to sustainable closed-loop supply chain network design	109
Machine learning applications in production lines: A systematic literature review	107
Decision analysis related to the renewable energy investments in Turkey based on a Fuzzy AHP-EDAS-Fuzzy FMEA approach	103

Deep reinforcement learning based AGVs real-time scheduling with mixed rule for flexible shop floor in industry 4.0	100
Optimal pricing and remanufacturing mode in a closed-loop supply chain of WEEE under government fund policy	99
Domain adaptive deep belief network for rolling bearing fault diagnosis	99
Blockchain-based smart tracking and tracing platform for drug supply chain	92
Optimization of constrained mathematical and engineering design problems using chaos game optimization	90
A capacity planning approach for sustainable-resilient supply chain network design under uncertainty: A case study of vaccine supply chain	89
Improved many-objective particle swarm optimization algorithm for scientific workflow scheduling in cloud computing	89
Production and carbon emission reduction decisions for remanufacturing firms under carbon tax and take-back legislation	85
Analyzing a stochastic dual-channel supply chain under consumers’ low carbon preferences and cap-and-trade regulation	84
Deep learning for diagnosis and classification of faults in industrial rotating machinery	84
A systematic literature review of supply chain decision making supported by the Internet of Things and Big Data Analytics	82
Dynamic multi-objective scheduling for flexible job shop by deep reinforcement learning	81
Blockchain-based Supply Chain Traceability for COVID-19 personal protective equipment	81
Blockchain and edge computing technology enabling organic agricultural supply chain: A framework solution to trust crisis	81
Multi-objective sustainable opened- and closed-loop supply chain under mixed uncertainty during COVID-19 pandemic situation	79
Remaining useful life re-prediction methodology based on Wiener process: Subsea Christmas tree system as a case study	79
Integrated production and maintenance scheduling for a single degrading machine with deterioration-based failures	77
Industry 4.0 reference architectures: State of the art and future trends	77
The experimental application of popular machine learning algorithms on predictive maintenance and the design of IIoT based condition monitoring system	76
Demand forecasting with color parameter in retail apparel industry using artificial neural networks (ANN) and support vector machines (SVM) methods	75
Simulation-based assessment of supply chain resilience with consideration of recovery strategies in the COVID-19 pandemic context	75
Prerequisites and incentives for digital information sharing in Industry 4.0 – An international comparison across data types	73
A review of Industry 4.0 characteristics and challenges, with potential improvements using blockchain technology	73
Robust optimization and modified genetic algorithm for a closed loop green supply chain under uncertainty: Case study in melting industry	73
Implementing Industry 4.0 principles	73
A dynamic locality multi-objective salp swarm algorithm for feature selection	71
Truck scheduling optimization at a cold-chain cross-docking terminal with product perishability considerations	70
A Choquet integral based interval Type-2 trapezoidal fuzzy multiple attribute group decision making for Sustainable Supplier Selection	70
An improved artificial bee colony algorithm for distributed heterogeneous hybrid flowshop scheduling problem with sequence-dependent setup times	70
Circular supply chains in the era of industry 4.0: A systematic literature review	69
Medical waste management during coronavirus disease 2019 (COVID-19) outbreak: A mathematical programming model	68
Smart Working in Industry 4.0: How digital technologies enhance manufacturing workers' activities	68
An agent-based model for supply chain recovery in the wake of the COVID-19 pandemic	67
Generalized Z-numbers with hesitant fuzzy linguistic information and its application to medicine selection for the patients with mild symptoms of the COVID-19	67
Emission abatement and procurement strategies in a low-carbon supply chain with option contracts under stochastic demand	67
A rough based multi-criteria evaluation method for healthcare waste disposal location decisions	66
An improved iterated greedy algorithm for the distributed assembly permutation flowshop scheduling problem	66
Carbon emission reduction decisions of supply chain members under cap-and-trade regulations: A differential game analysis	66
Dual-channel green supply chain management with eco-label policy: A perspective of two types of green products	65
Looking at energy through the lens of Industry 4.0: A systematic literature review of concerns and challenges	64
A cohesion-driven consensus reaching process for large scale group decision making under a hesitant fuzzy linguistic term sets environment	64
Production and joint emission reduction decisions based on two-way cost-sharing contract under cap-and-trade regulation	63
Smart home energy management using hybrid robust-stochastic optimization	63
An effective backtracking search algorithm for multi-objective flexible job shop scheduling considering new job arrivals and energy consumption	63
A production inventory model with interval-valued carbon emission parameters under price-sensitive demand	63
Environmental regulation policies, local government enforcement and pollution-intensive industry transfer in China	63
The link between information and digital technologies of industry 4.0 and agile supply chain: Mapping current research and establishing new research avenues	62
Dynamic game strategies of a two-stage remanufacturing closed-loop supply chain considering Big Data marketing, technological innovation and overconfidence	61
A novel multi-variable grey forecasting model and its application in forecasting the grain production in China	61
A hyper heuristic for the green vehicle routing problem with simultaneous pickup and delivery	60

Competition and coordination in a dual-channel green supply chain with an eco-label policy	60
Global path planning based on a bidirectional alternating search A* algorithm for mobile robots	60
Two-stage pricing strategies of a dual-channel supply chain considering public green preference	60
Novel approach to multi-attribute group decision-making based on interval-valued Pythagorean fuzzy power Maclaurin symmetric mean operator	60
An interactive fuzzy programming approach for a sustainable supplier selection under textile supply chain management	59
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	59
UAV based long range environment monitoring system with Industry 5.0 perspectives for smart city infrastructure	59
Optimal decisions for competitive manufacturers under carbon tax and cap-and-trade policies	59
Village 4.0: Digitalization of village with smart internet of things technologies	59
Coverage path planning for multiple unmanned aerial vehicles in maritime search and rescue operations	58
Analysis of Industry 4.0 challenges using best worst method: A case study	58
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	58
Routing and scheduling in Home Health Care: A literature survey and bibliometric analysis	57
Sales mode selection of fresh food supply chain based on blockchain technology under different channel competition	57
Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership	57
Developing a blockchain framework for the automotive supply chain: A systematic review	57
Monitoring the coefficient of variation: A literature review	57
A novel reinforcement learning-based hyper-heuristic for heterogeneous vehicle routing problem	56
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	56
A robust neutrosophic fuzzy-based approach to integrate reliable facility location and routing decisions for disaster relief under fairness and aftershocks concerns	55
Shared manufacturing in the sharing economy: Concept, definition and service operations	55
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	55
A joint feedback strategy for consensus in large-scale group decision making under social network	54
Financing equilibrium in a green supply chain with capital constraint	54
The value proposition of blockchain technologies and its impact on Digital Platforms	53
Big data empowering low-carbon smart tourism study on low-carbon tourism O2O supply chain considering consumer behaviors and corporate altruistic preferences	53
Designing a supply chain network for blood decomposition by utilizing social and environmental factor	52
Economic, environmental and social optimization of solid waste management in the context of circular economy	52
A robust bi-objective mathematical model for disaster rescue units allocation and scheduling with learning effect	52
Workforce and supply chain disruption as a digital and technological innovation opportunity for resilient manufacturing systems in the COVID-19 pandemic	52
A classification proposal of digital twin applications in the safety domain	52
A review of Pareto pruning methods for multi-objective optimization	52
A systematic review of decision-making in remanufacturing	51
Competitive dual-collecting regarding consumer behavior and coordination in closed-loop supply chain	51
Human resources management 4.0: Literature review and trends	51
Hybrid differential evolution algorithm and genetic operator for multi-trip vehicle routing problem with backhauls and heterogeneous fleet in the beverage logistics industry	50
Leveraging digital capabilities toward a circular economy: Reinforcing sustainable supply chain management with Industry 4.0 technologies	50
Barriers to lean six sigma implementation in the supply chain: An ISM model	50
A systematic review of Augmented Reality interfaces for collaborative industrial robots	50
An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection	49
Analysis of factors affecting economic operation of electric vehicle charging station based on DEMATEL-ISM	49
An end-to-end framework for remaining useful life prediction of rolling bearing based on feature pre-extraction mechanism and deep adaptive transformer model	49
Design concept evaluation of smart product-service systems considering sustainability: An integrated method	48
A new bi-objective green medicine supply chain network design under fuzzy environment: Hybrid metaheuristic algorithms	48
Self-adaptive multi-objective evolutionary algorithm for flexible job shop scheduling with fuzzy processing time	48
Simulation-based decision support tool for in-house logistics: the basis for a digital twin	48
New robust optimization models for closed-loop supply chain of durable products: Towards a circular economy	48
Evaluation of Metaverse integration of freight fluidity measurement alternatives using fuzzy Dombi EDAS model	48
Ergonomic risk assessment based on computer vision and machine learning	47
A joint analysis of environmental and economic performances of closed-loop supply chains under carbon tax regulation	47
Blockchain for aerospace and defense: Opportunities and open research challenges	46
Optimizing ride-sharing operations in smart sustainable cities: Challenges and the need for agile algorithms	46
New complex proportional assessment approach using Einstein aggregation operators and improved score function for interval-valued Fermatean fuzzy sets	46
Decision-making and coordination with government subsidies and fairness concerns in the poverty alleviation supply chain	46
Analysis of the factors affecting the Industry 4.0 tendency with the structural equation model and an application	46
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	46
An efficient two-stage genetic algorithm for a flexible job-shop scheduling problem with sequence dependent attached/detached setup, machine release date and lag-time	46
A two-stage stochastic mixed-integer program for reliable supply chain network design under uncertain disruptions and demand	45
Safe distance-based vehicle routing problem: Medical waste collection case study in COVID-19 pandemic	45
Research on green closed-loop supply chain with the consideration of double subsidy in e-commerce environment	45
An experimental human-robot collaborative disassembly cell	45
Consensus reaching with consistency control in group decision making with incomplete hesitant fuzzy linguistic preference relations	45
A bi-objective robust optimization model for disaster response planning under uncertainties	44
A set of efficient heuristics and meta-heuristics to solve a multi-objective pharmaceutical supply chain network	44
Exploring the application of Industry 4.0 technologies in the agricultural food supply chain: A systematic literature review	44
The hybrid PROPHET-SVR approach for forecasting product time series demand with seasonality	44
Digital transformation: A systematic literature review	44
Multi-attribute group decision making method based on prospect theory under hesitant probabilistic fuzzy environment	44
An integrated location-routing problem with post-disaster relief distribution	43
An empowered AdaBoost algorithm implementation: A COVID-19 dataset study	43
Blockchain and IoT embedded sustainable virtual closed-loop supply chain in E-commerce towards the circular economy	43
A three-echelon green supply chain management for biodegradable products with three transportation modes	43
Investigating the COVID-19 pandemic’s impact on sustainable supplier selection in the Nigerian manufacturing sector	43
An extended TODIM approach for group emergency decision making based on bidirectional projection with hesitant triangular fuzzy sets	43
The optimal e-commerce sales mode selection and information sharing strategy under demand uncertainty	42
Customer switching behavior analysis in the telecommunication industry via push-pull-mooring framework: A machine learning approach	42
Scheduling of container-handling equipment during the loading process at an automated container terminal	42
A bi-objective optimization model for the medical supplies' simultaneous pickup and delivery with drones	42
An effective MCTS-based algorithm for minimizing makespan in dynamic flexible job shop scheduling problem	42
A novel grey multi-criteria three-way decisions model and its application	42

Logistics service sharing and competition in a dual-channel e-commerce supply chain	42
Route optimization for cold chain logistics of front warehouses based on traffic congestion and carbon emission	42
A cooperative memetic algorithm with feedback for the energy-aware distributed flow-shops with flexible assembly scheduling	41
A manufacturing quality prediction model based on AdaBoost-LSTM with rough knowledge	41
A deep reinforcement learning approach for real-time sensor-driven decision making and predictive analytics	41
Environmental sustainability EOQ model for closed-loop supply chain under market uncertainty: A case study of printer remanufacturing	41
Towards a conceptualisation of Order Picking 4.0	41
Which contract is more effective in improving product greenness under different power structures: Revenue sharing or cost sharing?	41
Optimal innovation investment: the role of subsidy schemes and supply chain channel power structure	41
Procurement, traceability and advance cash credit payment transactions in supply chain using blockchain smart contracts	41
A vehicle-UAV operation scheme for instant delivery	41
Enabling smart agriculture by implementing artificial intelligence and embedded sensing	40
A fatigue-conscious dual resource constrained flexible job shop scheduling problem by enhanced NSGA-II: An application from casting workshop	40
A tripartite evolutionary game model of emergency supplies joint reserve among the government, enterprise and society	40
Recent dynamic vehicle routing problems: A survey	40
Link between Industry 4.0 and green supply chain management: Evidence from the automotive industry	40
Platform encroachment with price matching: Introducing a self-constructing online platform into the sea-cargo market	40
Consolidated and inconclusive effects of additive manufacturing adoption: A systematic literature review	40
Supplier selection decision making in disaster response	39
A smart production system with an autonomation technology and dual channel retailing	39
Supply chain resilience initiatives and strategies: A systematic review	39
Product pricing problem in green and non-green multi-channel supply chains under government intervention and in the presence of third-party logistics companies	39
Intelligent machine learning based total productive maintenance approach for achieving zero downtime in industrial machinery	38
Industry 4.0 and demand forecasting of the energy supply chain: A literature review	38
Managing healthcare supply chain through artificial intelligence (AI): A study of critical success factors	38
Two-period discount pricing strategies for an e-commerce platform with strategic consumers	38
Studying the interactions among Industry 5.0 and circular supply chain: Towards attaining sustainable development	38
A multi-objective consistent home healthcare routing and scheduling problem in an uncertain environment	38
Reinforcement learning-driven maintenance strategy: A novel solution for long-term aircraft maintenance decision optimization	38
A blockchain-based interactive approach between digital twin-based manufacturing systems	38
Towards decision support systems for energy management in the smart industry and Internet of Things	38
Construction of a multi-echelon supply chain complex network evolution model and robustness analysis of cascading failure	38
A proposed method for third-party reverse logistics partner selection and order allocation in the cellphone industry	38
Integrated scheduling optimization of U-shaped automated container terminal under loading and unloading mode	37
Impact of emission reduction investments on decisions and profits in a supply chain with two competitive manufacturers	37
Sustainable closed-loop supply chain for dairy industry with robust and heuristic optimization	37
Evaluation and selection model of community group purchase platform based on WEPLPA-CPT-EDAS method	37
A novel algorithm for defect extraction and classification of mobile phone screen based on machine vision	37
Integration of carrier selection and supplier selection problem in humanitarian logistics	37
A bi-level programming approach for improving relief logistics operations: A real case in Kermanshah earthquake	37
Prioritizing barriers for the adoption of Industry 4.0 technologies	37
Log-flock: A blockchain-enabled platform for digital asset valuation and risk assessment in E-commerce logistics financing	37
Development and validation of guidelines for safety in human-robot collaborative assembly systems	37
An optimization approach for sustainable and resilient supply chain design with regional considerations	37
Integrated continuous berth allocation and quay crane assignment and scheduling problem with time-dependent physical constraints in container terminals	36
An ensemble learning based multi-objective evolutionary algorithm for the dynamic vehicle routing problem with time windows	36
A comprehensive framework and literature review of supplier selection under different purchasing strategies	36
Why low-carbon technological innovation hardly promote energy efficiency of China? – Based on spatial econometric method and machine learning	36
Multi-skilling in scheduling problems: A review on models, methods and applications	36
E-commerce supply chain decisions under platform digital empowerment-induced demand	36
A cross-temporal hierarchical framework and deep learning for supply chain forecasting	36
A hybrid decision-making model for sustainable supplier evaluation in electronics manufacturing	36
Direct selling, agent selling, or dual-format selling: Electronic channel configuration considering channel competition and platform service	36
A large scale group decision making approach in healthcare service based on sub-group weighting model and hesitant fuzzy linguistic information	35
A probabilistic interval-valued hesitant fuzzy gained and lost dominance score method based on regret theory	35
Remanufacturing process innovation in closed-loop supply chain under cost-sharing mechanism and different power structures	35
Drone routing and optimization for post-disaster inspection	35
Towards I4.0: A comprehensive analysis of evolution from I3.0	35
Future of artificial intelligence and its influence on supply chain risk management – A systematic review	35
An energy-efficient bi-objective no-wait permutation flowshop scheduling problem to minimize total tardiness and total energy consumption	35
An earth mover’s distance based multivariate generalized likelihood ratio control chart for effective monitoring of 3D point cloud surface	34
Does extended warranty depict competitive advantage to a retailer in a retail-e-tail channel supply chain	34
The logistics service providers during the COVID-19 pandemic: The prominence and the cause-effect structure of uncertainties and risks	34
Artificial neural network-based decision support systems in manufacturing processes: A systematic literature review	34
Automated classification of patents: A topic modeling approach	34
A multi-stage hybrid consensus reaching model for multi-attribute large group decision-making: Integrating cardinal consensus and ordinal consensus	34
An inventory model of a deteriorating product considering carbon emissions	34
Data security storage mechanism based on blockchain industrial Internet of Things	34
Solving the hybrid flow shop scheduling problem with limited human resource constraint	34
Location optimization of a competitive distribution center for urban cold chain logistics in terms of low-carbon emissions	34
A multiple integrated approach for modelling critical success factors in sustainable LSS implementation	34
Multi-objective modelling of sustainable closed-loop supply chain network with price-sensitive demand and consumer’s incentives	34
A relative entropy based feature selection framework for asset data in predictive maintenance	33
A dynamic pricing scheme for electric vehicle in photovoltaic charging station based on Stackelberg game considering user satisfaction	33
A duopoly game model for pricing and green technology selection under cap-and-trade scheme	33
Multi-objective multi-mode resource-constrained project scheduling with fuzzy activity durations in prefabricated building construction	33
Strategic information sharing in a supply chain under potential supplier encroachment	33
Sustainable supplier selection and order allocation under demand, supplier availability and supplier grading uncertainties	33
Integrated optimization of quality and maintenance: A literature review	33
Effects of supply chain transparency, alignment, adaptability, and agility on blockchain adoption in supply chain among SMEs	33
Emerging architecture for heterogeneous smart cyber-physical systems for industry 5.0	33
Green supply chain network design considering chain-to-chain competition on price and carbon emission	33
Energy-efficient path planning for a single-load automated guided vehicle in a manufacturing workshop	32
A resilient-green model for multi-echelon meat supply chain planning	32
A TRIZ-based product-service design approach for developing innovative products	32
Understanding the management of cyber resilient systems	32
Application of a fuzzy-logic based model for risk assessment in additive manufacturing R&D projects	32
Third-party remanufacturing mode selection for a capital-constrained closed-loop supply chain under financing portfolio	32
Ride-sharing under travel time uncertainty: Robust optimization and clustering approaches	32
Modelling uncertainty in sustainable-green integrated reverse logistics network using metaheuristics optimization	32
Optimal pricing and service level in supply chain considering misreport behavior and fairness concern	32
Detection of melanoma in dermoscopic images by integrating features extracted using handcrafted and deep learning models	32
A hybrid fix-and-optimize and simulated annealing approaches for nurse rostering problem	32
OSWMI: An objective-subjective weighted method for minimizing inconsistency in multi-criteria decision making	32
Optimal lot-size and Price of Perishable Goods: A novel Game-Theoretic Model using Double Interval Grey Numbers	32