Computers & Industrial Engineering

Article	Citations
Aquila Optimizer: A novel meta-heuristic optimization algorithm	1178
African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems	589
A mayfly optimization algorithm	399
A review of applications in federated learning	383
Predictive maintenance in the Industry 4.0: A systematic literature review	379
Supply chain transparency through blockchain-based traceability: An overview with demonstration	226
An optimized model using LSTM network for demand forecasting	220
Blockchain-based framework for supply chain traceability: A case example of textile and clothing industry	214
Golden eagle optimizer: A nature-inspired metaheuristic algorithm	211
A self-learning genetic algorithm based on reinforcement learning for flexible job-shop scheduling problem	201
A literature review of blockchain technology applications in supply chains: A comprehensive analysis of themes, methodologies and industries	188
Path planning optimization of indoor mobile robot based on adaptive ant colony algorithm	181
Improving supply chain resilience through industry 4.0: A systematic literature review under the impressions of the COVID-19 pandemic	161
Multi-AGV scheduling for conflict-free path planning in automated container terminals	142
Simulation in industry 4.0: A state-of-the-art review	135
Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems	133
Smart production planning and control in the Industry 4.0 context: A systematic literature review	133
Mixed-integer linear programming and constraint programming formulations for solving distributed flexible job shop scheduling problem	125
Fuzzy DEMATEL analysis of barriers to Blockchain-based life cycle assessment in China	119
Blockchain in operations management and manufacturing: Potential and barriers	114
A novel enhanced whale optimization algorithm for global optimization	114
The evolution of the Internet of Things (IoT) over the past 20 years	113
A cooperative water wave optimization algorithm with reinforcement learning for the distributed assembly no-idle flowshop scheduling problem	113
The electric vehicle routing problem and its variations: A literature review	111
Multi-objective fuzzy robust optimization approach to sustainable closed-loop supply chain network design	106

Decision analysis related to the renewable energy investments in Turkey based on a Fuzzy AHP-EDAS-Fuzzy FMEA approach	98
Machine learning applications in production lines: A systematic literature review	95
Optimal pricing and remanufacturing mode in a closed-loop supply chain of WEEE under government fund policy	94
Deep reinforcement learning based AGVs real-time scheduling with mixed rule for flexible shop floor in industry 4.0	92
Domain adaptive deep belief network for rolling bearing fault diagnosis	89
Improved many-objective particle swarm optimization algorithm for scientific workflow scheduling in cloud computing	88
Optimization of constrained mathematical and engineering design problems using chaos game optimization	86
Production and carbon emission reduction decisions for remanufacturing firms under carbon tax and take-back legislation	81
Analyzing a stochastic dual-channel supply chain under consumers’ low carbon preferences and cap-and-trade regulation	80
Blockchain-based smart tracking and tracing platform for drug supply chain	80
An extended best-worst multi-criteria decision-making method by belief functions and its applications in hospital service evaluation	80
Multi-objective artificial bee colony algorithm for multi-stage resource leveling problem in sharing logistics network	80
Effects of sustainability investment and risk aversion on a two-stage supply chain coordination under a carbon tax policy	79
A capacity planning approach for sustainable-resilient supply chain network design under uncertainty: A case study of vaccine supply chain	77
A systematic literature review of supply chain decision making supported by the Internet of Things and Big Data Analytics	76
Deep learning for diagnosis and classification of faults in industrial rotating machinery	76
Integrated production and maintenance scheduling for a single degrading machine with deterioration-based failures	75
Blockchain and edge computing technology enabling organic agricultural supply chain: A framework solution to trust crisis	75
Industry 4.0 reference architectures: State of the art and future trends	72
Robust optimization and modified genetic algorithm for a closed loop green supply chain under uncertainty: Case study in melting industry	71
Multi-objective sustainable opened- and closed-loop supply chain under mixed uncertainty during COVID-19 pandemic situation	70
The experimental application of popular machine learning algorithms on predictive maintenance and the design of IIoT based condition monitoring system	70
Remaining useful life re-prediction methodology based on Wiener process: Subsea Christmas tree system as a case study	70
A Choquet integral based interval Type-2 trapezoidal fuzzy multiple attribute group decision making for Sustainable Supplier Selection	70
Truck scheduling optimization at a cold-chain cross-docking terminal with product perishability considerations	69
Dynamic multi-objective scheduling for flexible job shop by deep reinforcement learning	68
Simulation-based assessment of supply chain resilience with consideration of recovery strategies in the COVID-19 pandemic context	68
An agent-based model for supply chain recovery in the wake of the COVID-19 pandemic	67
Prerequisites and incentives for digital information sharing in Industry 4.0 – An international comparison across data types	67
Demand forecasting with color parameter in retail apparel industry using artificial neural networks (ANN) and support vector machines (SVM) methods	67
Demand forecasting in supply chain: The impact of demand volatility in the presence of promotion	66
Emission abatement and procurement strategies in a low-carbon supply chain with option contracts under stochastic demand	66
A dynamic locality multi-objective salp swarm algorithm for feature selection	66
Dual-channel green supply chain management with eco-label policy: A perspective of two types of green products	65
Implementing Industry 4.0 principles	65
An improved iterated greedy algorithm for the distributed assembly permutation flowshop scheduling problem	64
Generalized Z-numbers with hesitant fuzzy linguistic information and its application to medicine selection for the patients with mild symptoms of the COVID-19	64
Blockchain-based Supply Chain Traceability for COVID-19 personal protective equipment	64
An improved artificial bee colony algorithm for distributed heterogeneous hybrid flowshop scheduling problem with sequence-dependent setup times	63
A rough based multi-criteria evaluation method for healthcare waste disposal location decisions	63
An artificial bee colony with division for distributed unrelated parallel machine scheduling with preventive maintenance	62
A review of Industry 4.0 characteristics and challenges, with potential improvements using blockchain technology	62
A cohesion-driven consensus reaching process for large scale group decision making under a hesitant fuzzy linguistic term sets environment	61
Smart Working in Industry 4.0: How digital technologies enhance manufacturing workers' activities	61
Looking at energy through the lens of Industry 4.0: A systematic literature review of concerns and challenges	61
Smart home energy management using hybrid robust-stochastic optimization	61
Medical waste management during coronavirus disease 2019 (COVID-19) outbreak: A mathematical programming model	61
Sorting with TOPSIS through boundary and characteristic profiles	61
Circular supply chains in the era of industry 4.0: A systematic literature review	60
Digital transformation to empower smart production for Industry 3.5 and an empirical study for textile dyeing	60

Novel approach to multi-attribute group decision-making based on interval-valued Pythagorean fuzzy power Maclaurin symmetric mean operator	60
Environmental regulation policies, local government enforcement and pollution-intensive industry transfer in China	60
A novel multi-variable grey forecasting model and its application in forecasting the grain production in China	60
The link between information and digital technologies of industry 4.0 and agile supply chain: Mapping current research and establishing new research avenues	59
Production and joint emission reduction decisions based on two-way cost-sharing contract under cap-and-trade regulation	59
A production inventory model with interval-valued carbon emission parameters under price-sensitive demand	58
An effective backtracking search algorithm for multi-objective flexible job shop scheduling considering new job arrivals and energy consumption	58
Dynamic game strategies of a two-stage remanufacturing closed-loop supply chain considering Big Data marketing, technological innovation and overconfidence	58
Competition and coordination in a dual-channel green supply chain with an eco-label policy	58
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	57
Carbon emission reduction decisions of supply chain members under cap-and-trade regulations: A differential game analysis	56
An interactive fuzzy programming approach for a sustainable supplier selection under textile supply chain management	56
Analysis of Industry 4.0 challenges using best worst method: A case study	55
Village 4.0: Digitalization of village with smart internet of things technologies	55
Two-stage pricing strategies of a dual-channel supply chain considering public green preference	55
A review of machine learning kernel methods in statistical process monitoring	54
Developing a blockchain framework for the automotive supply chain: A systematic review	54
Big data empowering low-carbon smart tourism study on low-carbon tourism O2O supply chain considering consumer behaviors and corporate altruistic preferences	53
A hyper heuristic for the green vehicle routing problem with simultaneous pickup and delivery	53
Optimal decisions for competitive manufacturers under carbon tax and cap-and-trade policies	53
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	52
Global path planning based on a bidirectional alternating search A* algorithm for mobile robots	52
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	52
Monitoring the coefficient of variation: A literature review	51
Coverage path planning for multiple unmanned aerial vehicles in maritime search and rescue operations	51
A joint feedback strategy for consensus in large-scale group decision making under social network	51
Financing equilibrium in a green supply chain with capital constraint	51
A robust bi-objective mathematical model for disaster rescue units allocation and scheduling with learning effect	51
Routing and scheduling in Home Health Care: A literature survey and bibliometric analysis	51
Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership	50
Sales mode selection of fresh food supply chain based on blockchain technology under different channel competition	50
Shared manufacturing in the sharing economy: Concept, definition and service operations	50
A robust neutrosophic fuzzy-based approach to integrate reliable facility location and routing decisions for disaster relief under fairness and aftershocks concerns	50
A novel reinforcement learning-based hyper-heuristic for heterogeneous vehicle routing problem	49
UAV based long range environment monitoring system with Industry 5.0 perspectives for smart city infrastructure	49
Hybrid differential evolution algorithm and genetic operator for multi-trip vehicle routing problem with backhauls and heterogeneous fleet in the beverage logistics industry	49
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	49
A classification proposal of digital twin applications in the safety domain	49
Designing a supply chain network for blood decomposition by utilizing social and environmental factor	49
New robust optimization models for closed-loop supply chain of durable products: Towards a circular economy	48
The value proposition of blockchain technologies and its impact on Digital Platforms	48
A systematic review of decision-making in remanufacturing	47
An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection	47
Competitive dual-collecting regarding consumer behavior and coordination in closed-loop supply chain	47
Economic, environmental and social optimization of solid waste management in the context of circular economy	47
A systematic review of Augmented Reality interfaces for collaborative industrial robots	47
Workforce and supply chain disruption as a digital and technological innovation opportunity for resilient manufacturing systems in the COVID-19 pandemic	47
Self-adaptive multi-objective evolutionary algorithm for flexible job shop scheduling with fuzzy processing time	46
Barriers to lean six sigma implementation in the supply chain: An ISM model	45
Analysis of factors affecting economic operation of electric vehicle charging station based on DEMATEL-ISM	45
Optimizing ride-sharing operations in smart sustainable cities: Challenges and the need for agile algorithms	45
Ergonomic risk assessment based on computer vision and machine learning	45
A joint analysis of environmental and economic performances of closed-loop supply chains under carbon tax regulation	45
A new bi-objective green medicine supply chain network design under fuzzy environment: Hybrid metaheuristic algorithms	45
Research on green closed-loop supply chain with the consideration of double subsidy in e-commerce environment	45
Analysis of the factors affecting the Industry 4.0 tendency with the structural equation model and an application	44
Retailer information sharing under endogenous channel structure with investment spillovers	44
Dynamic risk assessment and active response strategy for industrial human-robot collaboration	44
Evaluation of Metaverse integration of freight fluidity measurement alternatives using fuzzy Dombi EDAS model	43
Consensus reaching with consistency control in group decision making with incomplete hesitant fuzzy linguistic preference relations	43
Decision-making and coordination with government subsidies and fairness concerns in the poverty alleviation supply chain	43
Prospect theory based method for heterogeneous group decision making with hybrid truth degrees of alternative comparisons	43
Investigating the COVID-19 pandemic’s impact on sustainable supplier selection in the Nigerian manufacturing sector	43
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	43
Blockchain for aerospace and defense: Opportunities and open research challenges	42
A bi-objective robust optimization model for disaster response planning under uncertainties	42
A review of Pareto pruning methods for multi-objective optimization	42
New complex proportional assessment approach using Einstein aggregation operators and improved score function for interval-valued Fermatean fuzzy sets	42
Human resources management 4.0: Literature review and trends	42
Simulation-based decision support tool for in-house logistics: the basis for a digital twin	42
A two-stage stochastic mixed-integer program for reliable supply chain network design under uncertain disruptions and demand	42
An end-to-end framework for remaining useful life prediction of rolling bearing based on feature pre-extraction mechanism and deep adaptive transformer model	42
An integrated location-routing problem with post-disaster relief distribution	42
Design concept evaluation of smart product-service systems considering sustainability: An integrated method	42
Safe distance-based vehicle routing problem: Medical waste collection case study in COVID-19 pandemic	42
An empowered AdaBoost algorithm implementation: A COVID-19 dataset study	42
A three-echelon green supply chain management for biodegradable products with three transportation modes	42
A set of efficient heuristics and meta-heuristics to solve a multi-objective pharmaceutical supply chain network	41
Logistics service sharing and competition in a dual-channel e-commerce supply chain	41
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	40

A vehicle-UAV operation scheme for instant delivery	40
The hybrid PROPHET-SVR approach for forecasting product time series demand with seasonality	40
Dynamic coordinated scheduling for supply chain under uncertain production time to empower smart production for Industry 3.5	40
Environmental sustainability EOQ model for closed-loop supply chain under market uncertainty: A case study of printer remanufacturing	40
The optimal e-commerce sales mode selection and information sharing strategy under demand uncertainty	40
An extended TODIM approach for group emergency decision making based on bidirectional projection with hesitant triangular fuzzy sets	40
Enabling smart agriculture by implementing artificial intelligence and embedded sensing	39
Customer switching behavior analysis in the telecommunication industry via push-pull-mooring framework: A machine learning approach	39
Towards a conceptualisation of Order Picking 4.0	39
Consolidated and inconclusive effects of additive manufacturing adoption: A systematic literature review	39
Exploring the application of Industry 4.0 technologies in the agricultural food supply chain: A systematic literature review	39
Multi-attribute group decision making method based on prospect theory under hesitant probabilistic fuzzy environment	39
A deep reinforcement learning approach for real-time sensor-driven decision making and predictive analytics	38
A cooperative memetic algorithm with feedback for the energy-aware distributed flow-shops with flexible assembly scheduling	38
Simultaneous monitoring of magnitude and time-between-events data with a Max-EWMA control chart	38
Supplier selection decision making in disaster response	38
Industry 4.0 and demand forecasting of the energy supply chain: A literature review	38
Impact of emission reduction investments on decisions and profits in a supply chain with two competitive manufacturers	37
Integrated timetable synchronization optimization with capacity constraint under time-dependent demand for a rail transit network	37
Construction of a multi-echelon supply chain complex network evolution model and robustness analysis of cascading failure	37
A novel algorithm for defect extraction and classification of mobile phone screen based on machine vision	37
Examining additive manufacturing in supply chain context through an optimization model	37
Similarity matching of wafer bin maps for manufacturing intelligence to empower Industry 3.5 for semiconductor manufacturing	37
Two-dimensional extended warranty strategy including maintenance level and purchase time: A win-win perspective	37
Digital transformation: A systematic literature review	37
Platform encroachment with price matching: Introducing a self-constructing online platform into the sea-cargo market	37
An integrated model of production scheduling, maintenance and quality for a single machine	37
Log-flock: A blockchain-enabled platform for digital asset valuation and risk assessment in E-commerce logistics financing	37
A bi-objective optimization model for the medical supplies' simultaneous pickup and delivery with drones	37
A novel grey multi-criteria three-way decisions model and its application	37
Procurement, traceability and advance cash credit payment transactions in supply chain using blockchain smart contracts	37
Blockchain and IoT embedded sustainable virtual closed-loop supply chain in E-commerce towards the circular economy	37
Optimal innovation investment: the role of subsidy schemes and supply chain channel power structure	37
Intelligent machine learning based total productive maintenance approach for achieving zero downtime in industrial machinery	36
Optimization of vehicle routing with inventory allocation problems in Cold Supply Chain Logistics	36
Development of new seed with modified validity measures for k-means clustering	36
Sustainable closed-loop supply chain for dairy industry with robust and heuristic optimization	36
Two-period discount pricing strategies for an e-commerce platform with strategic consumers	36
Scheduling of container-handling equipment during the loading process at an automated container terminal	36
An experimental human-robot collaborative disassembly cell	36
Cyber-physical systems for performance monitoring in production intralogistics	36
Minimizing total energy cost and tardiness penalty for a scheduling-layout problem in a flexible job shop system: A comparison of four metaheuristic algorithms	36
Route optimization for cold chain logistics of front warehouses based on traffic congestion and carbon emission	36
A smart production system with an autonomation technology and dual channel retailing	36
Recent dynamic vehicle routing problems: A survey	36
A manufacturing quality prediction model based on AdaBoost-LSTM with rough knowledge	36
A fatigue-conscious dual resource constrained flexible job shop scheduling problem by enhanced NSGA-II: An application from casting workshop	36
Time-space network model and MILP formulation of the conflict-free routing problem of a capacitated AGV system	35
Which contract is more effective in improving product greenness under different power structures: Revenue sharing or cost sharing?	35
A tripartite evolutionary game model of emergency supplies joint reserve among the government, enterprise and society	35
Integrated continuous berth allocation and quay crane assignment and scheduling problem with time-dependent physical constraints in container terminals	35
Development and validation of guidelines for safety in human-robot collaborative assembly systems	35
Reinforcement learning-driven maintenance strategy: A novel solution for long-term aircraft maintenance decision optimization	35
A bi-level programming approach for improving relief logistics operations: A real case in Kermanshah earthquake	35
E-commerce supply chain decisions under platform digital empowerment-induced demand	35
Product pricing problem in green and non-green multi-channel supply chains under government intervention and in the presence of third-party logistics companies	35
A multi-objective consistent home healthcare routing and scheduling problem in an uncertain environment	35
Leveraging digital capabilities toward a circular economy: Reinforcing sustainable supply chain management with Industry 4.0 technologies	35
Towards I4.0: A comprehensive analysis of evolution from I3.0	35
An effective MCTS-based algorithm for minimizing makespan in dynamic flexible job shop scheduling problem	35
Integrated scheduling optimization of U-shaped automated container terminal under loading and unloading mode	35
A hybrid decision-making model for sustainable supplier evaluation in electronics manufacturing	35
Why low-carbon technological innovation hardly promote energy efficiency of China? – Based on spatial econometric method and machine learning	34
Urban water supply system optimization and planning: Bi-objective optimization and system dynamics methods	34
An energy-efficient bi-objective no-wait permutation flowshop scheduling problem to minimize total tardiness and total energy consumption	34
A large scale group decision making approach in healthcare service based on sub-group weighting model and hesitant fuzzy linguistic information	34
Economic modelling of robotic disassembly in end-of-life product recovery for remanufacturing	34
Direct selling, agent selling, or dual-format selling: Electronic channel configuration considering channel competition and platform service	34
Towards decision support systems for energy management in the smart industry and Internet of Things	34
Integration of carrier selection and supplier selection problem in humanitarian logistics	34
Multi-skilling in scheduling problems: A review on models, methods and applications	34
Optimal condition-based maintenance with general repair and two dependent failure modes	33
An inventory model of a deteriorating product considering carbon emissions	33
An optimization approach for sustainable and resilient supply chain design with regional considerations	33
An improved process monitoring by mixed multivariate memory control charts: An application in wind turbine field	33
Evaluation and selection model of community group purchase platform based on WEPLPA-CPT-EDAS method	33
Prioritizing barriers for the adoption of Industry 4.0 technologies	33
Automated classification of patents: A topic modeling approach	33
Does extended warranty depict competitive advantage to a retailer in a retail-e-tail channel supply chain	33
A proposed method for third-party reverse logistics partner selection and order allocation in the cellphone industry	33
Remanufacturing process innovation in closed-loop supply chain under cost-sharing mechanism and different power structures	32
Green supply chain network design considering chain-to-chain competition on price and carbon emission	32
Multi-objective modelling of sustainable closed-loop supply chain network with price-sensitive demand and consumer’s incentives	32
Economic assessment of a serial production system with random imperfection and shortages: A step towards sustainability	32
Integrated optimization of quality and maintenance: A literature review	32
Link between Industry 4.0 and green supply chain management: Evidence from the automotive industry	32
Studying the interactions among Industry 5.0 and circular supply chain: Towards attaining sustainable development	32
A multi-stage hybrid consensus reaching model for multi-attribute large group decision-making: Integrating cardinal consensus and ordinal consensus	32
Periodic preventive maintenance planning for systems working under a Markovian operating condition	32
Third-party remanufacturing mode selection for a capital-constrained closed-loop supply chain under financing portfolio	31
Optimizing sustainable and renewable energy portfolios using a fuzzy interval goal programming approach	31
Managing healthcare supply chain through artificial intelligence (AI): A study of critical success factors	31
Ride-sharing under travel time uncertainty: Robust optimization and clustering approaches	31
A probabilistic interval-valued hesitant fuzzy gained and lost dominance score method based on regret theory	31
A multiple integrated approach for modelling critical success factors in sustainable LSS implementation	31