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Publication	<-- Select --> ACM Transactions on Algorithms Algorithmica Analytics in Operations/Supply Chain Management Annals of Operations Research Applied Mathematical Modelling Applied Soft Computing Asia Pacific Journal of Operational Research Belgian Journal of Operations Research Statistics and Computer Science Computers and Chemical Engineering Computers and Industrial Engineering Computers and Operations Research Discrete Applied Mathematics Engineering Applications of Artificial Intelligence European Journal of Operational Research Expert System with Applications Flexible Services and Manufacturing Journal Fourth Generation Computer Systems IEEE Transactions on Robotics and Automation IEEE Transactions on Semiconductor Manuafacturing IFAC Proceedings IIE Annual Conference Proceedings IIE Transactions Indore Management Journal ORSI SOM Information Processing Letters INTECH Open Access Publisher Intelligent Information Management International Journal of Advanced Manufacturing Technology International Journal of Applied Management and Technology International Journal of Computer Integrated Manufacturing International Journal of Industrial and Systems Engineering International Journal of Industrial Engineering: Theory, Applications and Practice International Journal of Information and Education Technology International Journal of Machine Tools & Manufacture International Journal of Mathematical, Engineering, and Management Sciences International Journal of Operational Research International Journal of Operations and Quantitative Management International Journal of Production Economics International Journal of Production Research International Series in Operations Research & Management Science Journal of Business Economics Journal of Cleaner Production Journal of Combinatorial Optimization Journal of Engineering Manufacture Journal of Industrial and Intelligent Information Journal of Industrial and Management Optimization Journal of Industrial and Systems Engineering Journal of Information & Optimization Sciences Journal of Intelligent Manufacturing Journal of Manufacturing Systems Journal of Mathematical Modelling and Algorithms Journal of Scheduling Journal of the Chinese Institute of Industrial Engineers Journal of the Operational Research Society Journal of the Society of Korea Industrial and Systems Engineering Knowledge-Based Systems Lecture Notes In Computer Science Mathematical and Computer Modelling Mathematical Methods of Operations Research Naval Research Logistics Omega Omega-The International Journal of Management Science Operations Research Operations Research Letters Operations Research Proceedings OPSEARCH OR Spectram Probability in the Engineering and Informational Sciences Procedia Environmental Sciences Proceedings of 11th annual International Conference on Industrial Engineering -Theory, Application and Practice Proceedings of 13th Annual ACM-SIAM Symposium on Discrete Algorithms Proceedings of 13th UK Workshop on Computational Intelligence Proceedings of 2nd International Conference on Industrial and Information Systems Proceedings of 43rd Annual Convention of ORSI and International Conference on ORURD Proceedings of 5th IEEE International Conference on Recent Advances and Innovations in Engineering Proceedings of 8th World Congress on Intelligent Control and Automation Proceedings of ASMC 2013 SEMI Advanced Semiconductor Manufacturing Conference Proceedings of Eighth International Conference on Intelligent Systems Design and Applications Proceedings of Eighth International Conference on Supply Chain Management and Information Systems Proceedings of Eighth International Symposium on Operations Research and its Applications Proceedings of First International Workshop on Education Technology and Computer Science Proceedings of Fourth International Conference on Natural Computation Proceedings of IEEE Conference on Robotics, Automation and Mechatronics Proceedings of IEEE Congress on Evolutionary Computation Proceedings of IEEE International Conference on Automation and Logistics Proceedings of IEEE International Conference on Automation Science and Engineering Proceedings of IEEE International Conference on Evalutionary Computation Proceedings of IEEE International Conference on Fuzzy Systems Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management Proceedings of IEEE International Conference on Robotics and Automation Proceedings of IEEE International Conference on Systems, Man and Cybernetics Proceedings of IEEE Symposium on Computational Intelligence in Scheduling Proceedings of IEEE Workshop on Health Care Management Proceedings of IEEE/SEMI Advaned Semiconductor Manufacturing Conference Proceedings of International Conference on Computational Problem-Solving Proceedings of International Conference on Computers & Industrial Engineering Proceedings of International Conference on Industrial Engineering and Operations Management Proceedings of International Conference on Information Technology and Computer Science Proceedings of International Conference on Logistics Systems and Intelligent Management Proceedings of International Conference on Modeling and Analysis of Semiconductor Manufacturing Proceedings of International Symposium on Semiconductor Manufacturing Intelligence Proceedings of ISECS International Colloquium on Computing, Communication, Control, and Management Proceedings of Multidisciplinary International Conference on Scheduling : Theory and Applications (MISTA) Proceedings of Second International Conference on Advances in Industrial Engineering Applications Proceedings of Second International Conference on Business Analytics and Intelligence Proceedings of Second International Franch-Quebes congress of Industrial Engineering Proceedings of Second WRI Global Congress on Intelligent Systems Proceedings of Sixth National Conference on Management Science and Practice Proceedings of WASE International Conference on Information Engineering Proceedings of Winter Simulation Conference Proceedings Symposium on Operations Research Production and Operations Management Production Planning and Controls Recent Developments in Operational Research Revista Ingenieria Industrial Robotics and Computer-Integrated Manufacturing Sadhana The Scientific World Journal Theoretical Computer Science --Others--
Publisher	<-- Select --> American Institute of Mathematical Sciences (AIMS) Association for Computing Machinery (ACM) Cambridge University Press Elsevier Engineering and Technology Hindawi I.K International Publishing House IEEE IJMEMS Inderscience Institute for Operations Research and the Management Sciences (INFORMS) Institute of Industrial and Systems Engineers IntechOpen International Forum of Management Scholars Iran Institute of Industrial Engineering Ram Arti Sage Scientific Research Springer Taylor & Francis The International Federation of Operational Research Societies Universidad Del Bío-Bío Walden University College of Management and Technology Wiley World Scientific --Others--
Type of Paper	Non-Review / Non-Survey Review / Survey
Year	1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029
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Keywords	Adaptive Large Neighborhood Search Agent- based scheduling Ant-Colony Algorithm Apparent Tardiness Cost Approximation Algorithm Artificial Bee Colony Artificial Immune Algorithm Artificial intelligence ATC/BATC Batch distillation Batch Processing Batch Processing Machines Batch Processing Policy Batch production systems Batch Scheduling Batching B-Criteria scheduling Bin Packing problem Bounded Branch and Price Branch-and-bound Bulk Service Queuing System Burn-in Oven Cellular Manufacturing Chains precedence constraints chaos Classification Classification schemes Color changeover Column Generation Combinatorial optimization Common due date Compatibility Competitive Ratio Complexity Compressible setup and processing times Computational Complexity Computational Experiments Computer Integrated Manufacturing System Environment Constraint programming Control Limit Policy Convex Piecewise Linear Cost Function Deterioration Deterministic scheduling Differential Evolution Diffusion Discrete-Event Simulation Disjunctive Graph Dispatching Dispatching Rules Due-Date Dynamic assembly job shop Dynamic Optimization Dynamic Problem Dynamic Programming Dynamic Scheduling Earliness-Tardiness Earliness–tardiness penalties Estimated optimal solution Expected makespan External archive Filte-and-fan approach Flexible Job-Shop scheduling with batching Flow Shop Flow shop scheduling Furnaces Fuzzy due date Fuzzy MILP Gear Manufacturing Genetic Algorithms Glass container industry GRASP Heat-treatment furnaces Heterogeneous batch processors Heuristics Hospital Sterilization Services Hot & cold casting Hybrid Flow Shop Scheduling Problem hybrid genetic algorithm Hybrid Metaheuristics incombatible job-families INLP Model Integer programming Integrated Integrated circuit manufacture Ion Plating Iterated greedy Job related real time events Jobshop Just-in-time scheduling Lagrangian relaxation Leakage currents Limited Buffer Limited Waiting Time Constraints Literature Mapping Loading And Scheduling Local Search Look Ahead Batching Lot release control lot scheduling Machine and shop scheduling Machine Learning Machine Loading Makespan Mash Shop Scheduling Mathematical Formulation Maximum Lateness Maximum tardiness Max–min antsystem Measure of Performance Memetic Algorithm Meta Analysis Meta-analysis Metaheuristics MILP MILP Model MINLP Multi agent model Multi criteria Scheduling Multi Family Multi objective Multi objective ant colony optimization Multi-Commodity Flow Multi-operation jobs Multi-product and multi-facility production planning Neighborhood Search Nested processing set restrictions Non-Identical Due Dates Non-identical job-sizes Non-identical processing times Non-permutation schedules NP-hard On line scheduling Openshop Optimization Packing Parallel batch-processing machines Parallel Machine Pareto optimal solution Particle Swarm Permutation Predictive-reactive scheduling Production Control Production planning and scheduling Production Scheduling Queuing Rapid thermal processing Real time events Realtime control strategies Re-entrance Release date Reliability Renewal Theory Rescheduling Resource constraints Resource related real time event Resource related real time events Restarts Reusable Medical Device Review of problems and algorithms Robust Scheduling sbpporta_portal sbpporta_portal Framework Scheduling Scheduling And Sequencing Technique Scheduling batch processors Scheduling problems Scheduling Unrelated Parallel Machines Semiconductor Manufacturing Sequence-dependent processing times Sequencing Serial Batch System Setup cost Setup times Shifting Bottleneck Simulated Annealing Simulation Single batch-processing machine with nonidentical job sizes Single Machine Scheduling Spearman's rank order correlation Static Problem Steel Casting Industry Stochastic scheduling Stochastic System Optimization Structural Control Tabu Tabu Search Tardiness Total Flow Time Total Weighted Tardiness Tricriteria Two agent scheduling Two Stage Flowshop Two-dimensional packing Two-Stage Unequal ready time Uniform Parallel Machines Unrelated parallel batch machines Unreliable machine Variable depth neighborhood VNS Wafer Fabrication Weibull technique Weighted earliness Weighted Flowtime Weighted Tardiness Worst-case analysis Yield optimization --Others--
Application	<--Select--> Aircraft Industry Aluminum manufacturing Automobile Gear Manufacturing Chemical Industry Clothing Industry Electronics Manufacturing Industry Furniture Manufacturing Industry General Glass Container Industry Hospital Hospital (Hospital Sterilization Services) Ion Plating(IP) Industry Iron and Steel Industry Metalworking Industry Multi-Layer-Ceramic Capacitor Manufacturing Printed Circuit Boards(PCB) Industry Semiconductor Manufacturing Sheet Metal Industry Shoe Manufacturing Factory Steel Casting Industry Steel Ingot Production Steel Manufacturing TFT-LCD Tier Manufacturing Industry --Others--
BP	<--Select--> Aging test operation/Chamber Annealing Klin Back-Out/Box-Oven Baking Machine in Wafer Probe Batch distillation operation Box Oven BPM in Wafer fabrication Burn-in Oven Carousel Rotation Carousel Rotation/Carousal Casting Machines Chambers for ESS Diffusion Furnace Diffusion Furnace and Burn-in Oven Dry Kiln Dyeing E-Beam Writer Etching tank Furnace Heat-Treatment Furnace Histopathology Laboratory IP Machine Lehrs Molding Machine Oven Pallet in Assembly Stage Preheatin/Socking Bit Soaking pit Thermal Cycling Chambers Washer --Others--
Type of Data	Deterministic Stochastic Both
Machine Environment	Assembly job shop BPM with Downstream Machine/BPM with Upstream Machine BPM with Flowshop Machine BPM with re-entrance BPM with Re-entrant Machine Complex job shop with re-entrant and BPM Flexible Job Shop Flexible job shop scheduling with BPM Flexible Job Shop Scheduling with BPM and Re-entrant Flexible job shop scheduling with PBPM Flow shop batching Flowshop with two BPM Hybrid Flow Shop Hybrid Two-Stage Flowshop Job Shop Job shop with BPM Multi-stage Flowshop Non-identical parallel BPM Non-identical parallel BPM with machine eligibility Openshop BPM Parallel BPM Parallel BPM with Machine eligibility restriction Parallel BPM with Re-entrant Parallel Unbounded BPM Re-entrant Job Shop Single BPM Single BPM with re-entrant Single unbounded BPM Two Machine Flow Shop with BPM Two Machine Flowshop two-stage flexible flow shop Two-Stage Flowshop Uniform Parallel Machine Unrelated Parallel BPM Unrelated Parallel BPM with Non-identical Capacity <--Others-->
Nature of Scheduling	Static Dynamic Both	Real Time Event	Change in Job Priority Change in Processing Time Defective Material Delay in the Arrival Due Date Changes Dynamic Job Arrival Early/Late Arrival of Jobs Future Arrival Job Cancellation JR RTE Loading Limits Machine Break Down New Batch Arrival Operator Illness Rush Jobs Shortage of Material Tool Failure
Methodology Classification	Mathematical Programming (MP) Mathematical Programming Based Heuristics (MPBH) Meta Heuristics (MH) Simple Heuristics (SH) Simulation
Scheduling Method	0-1 Integer Linear Programming (0-1 ILP) 0-1 Mixed Integer Linear Programming (0-1 MILP) 0-1 Mixed Integer Programming (0-1 MIP) 2-Approximation Algorithm (2AA) Adaptive Artificial Bee Colony (AABC) Adaptive Large Neighborhood Search (ALNS) Ant Colony Optimization (ACO) Ant Colony Optimization with Chaotic Control (ACOCC) Approximation Algorithm (AA) Artificial Bee Colony Algorithm (ABCA) Artificial Immune Algorithm (AIA) Artificial Intelligence (AI) Batch based Hybrid Genetic Algorithm (BHGA) Branch and Bound (BB) Constraint Programming (CP) Differential Evolution (DE) Discrete Event Simulation Dynamic Programming (DP) Epsilon Constraint Method (ECM) Evolution based Hybrid Algorithm (EBHA) Filter-and-fan Approach Free Search (FS) Fuzzy Mixed Integer Linear Programming (FMILP) Genetic Algorithm (GA) Genetic Algorithm-Dynamic Programming (GA-DP) Genetic Algorithm-Variable Neighborhood Search (GA-VNS) Genetic Learning Approach (GLA) Hybrid Genetic Algorithm (HGA) Hybrid Multiobjective Genetic Algorithm (HMGA) Hybrid Particle Swarm Optimization (HPSO) Hybrid Particle Swarm Optimization Algorithm based on Chaotic Local Optimizer (HPSOA-CLO) Improved DNA Evolutionary Algorithm Improved Max-Min Ant System Improved Mixed Integer Linear Programming (MILP) Integer Linear Programming (ILP) Integer Programming (IP) Interactive Computer Aided Scheduling System Iterated Greedy (IG) Lagrangian Relaxation (LR) Large Neighbourhood Search (LNS) Local Search (LS) Lower Bound (LB) Mathematical Model Mathematical Programming Based Heuristics (MPBH) Max-Min Ant System Memetic Algorithm (MA) Mixed Integer Linear Programming (MILP) Mixed Integer Nonlinear Programming (MINP) Mixed Integer Programming (MIP) Multi-Commodity Flow Multi-stage Dynamic Programming (DP) Neighborhood Search Algorithm (NSA) Neural Network Novel Differential Evolution Algorithm (NDEA) On-line Algorithm (OA) On-line Approximation Algorithm (OAA) Pareto based Ant Colony System Particle Swarm Optimization (PSO) Polynomial Time Algorithm (PTA) Polynomial Time Approximation Algorithm (PTAA) Polynomial Time Approximation Scheme (PTAS) Pseudo Polynomial Algorithm (PPA) Pseudo Polynomial Dynamic Programming Pseudo Polynomial Solvability Pseudo Polynomial Time Algorithm (PPTA) Queuing Model (QM) Random Keys Encoding Scheme Sequence based Genetic Algorithm Simple Heuristics (SH) Simulated Annealing (SA) Simulated Annealing based Multi Objective algorithm (SA-MOA) Simulation (S) Tabu Search (TS) Tabu-Based Adaptive Large Neighborhood Search Theorem & Proof Variable Neighborhood Search-Simulated Annealing (VNS-SA) Variable Neighbourhood Search (VNS) <--Others-->
Bench Mark	ATC-BATC ATC-DH ATC-DP B and B Algorithm Balasubramanian(2004)-GA BATC Dispatching Rule Best Known Method best solution obtained Bound CP Method CPLEX Discreate Event Simulation Earlier best method Earlier best method in literature EOS Exact approach FB Full Search GD Genetic Algorithm Heuristics Li(2008)-AS Lower bound Max-Min Ant System MBS MBS-EDD & REAL MBSPR Meta heuristics MILP Minimum Batch Size Mixed Integer Programming Monch Algorithm-2005 NACHM Heuristics NSGA-II OFBS One of the proposed methods Optimal solution Optimal value-DP PR Previous method in practise PSO Random Method Random Search Method RKGA Simulated Annealing Simulation results Strength Pareto Evolutionary Algorithm II (SPEA II) Variable neighborhood search <--Others-->
Data Source	Actual Case Study Data from the literature Experimental Design Experimental Design-Large Scale Experimental Design-Small scale from the literature-Small scale Randomly generated using real fab Real data Simulated data <--Others-->
Processing Time	Dependent on the Jobs in the Batch InDependent on the Jobs in the Batch
Setup Time	Included in the Processing Time Not Included in the Processing Time
Number of Objectives	Single Multiple
Objective Type	Average Completion Time (ACT) Average Cycle Time (ACyT) Average Flow Time (AFT) Average Inventory Levels Average Number of Jobs (ANJ) Average Tardiness (AT) Avoid scrapped lots Batch Size (BS) Batching Coefficient (BC) Cost (C) Cost of Completing the Jobs (CCJ) Cycle Time (CyT) Earliness and Lateness Penalty (ELP) Electricity Cost (EC) Electricity Power Cost (EPC) Hit Rate (HR) Idle Time (IT) Imax (Maximum inventory) Lead Time (LT) Logistical Costs (LC) Long Run Average Cost Per Unit Time (LRACPUT) Long Run Average Number of Jobs (LRANJ) Long Run Average Time (LRAT) Machine saturation Makespan (Cmax) Maximum Earliness (Emax) Maximum Lateness (Lmax) Mean and Variance of WIP (MVWIP) Mean Waiting time (MWT) Min Violations of the time window constraint Number of Changeovers (NC) Number of Early Jobs (NEJ) Number of Moves (NM) Number of re-cleaned lots Number of Stockouts Number of Tardy Jobs (NTJ) Ontime (OT) OTD Rate Production cost+inventory cost+distribution cost Tardiness Cost (TC) Throughput (T) Throughput Rate (TR) Total Completion Time (TCT) Total Cost Total Earliness and Lateness (TEL) Total Earliness Penalty (TEP) Total Electric Power Cost (TEPC) Total Energy Cost (TEC) Total Flow Time (TFT) Total Penalty of Rejected Jobs (TPRJ) Total Tardiness (TT) Total Tardiness Cost per Cycle (TTCPC) Total Weighted Completion Time (TWCT) Total Weighted Earliness and Lateness (TWEL) Total Weighted Flow Time (TWFT) Total Weighted Resource Consumption (TWRC) Total Weighted Tardiness (TWT) Total Weighted Tardiness Costs+Total Set-up Costs Total Weighted Tardiness Penalty (TWTP) Utilization (U) Utilization Rate (UR) Variance of Cycle Time (VCyT) Waiting Time (WT) Weight of On time jobs (WOTJ) Weighted Average Cycle Time (WACyT) Weighted Cycle Time (WCyT) Weighted Mean Flow Time (WMFT) Weighted Number of Tardy Jobs (WNTJ) Weighted Sum of Sequence Dependent Setup Times WIP inventory X-factor <--Others-->
Job Family	<--Select--> Multiple and Compatible Job Families Multiple and In-Compatible Job Families Single Job Families <--Others-->
Job Characteristics	Agreeable Job size and processing time Agreeable processing times and due dates Agreeable release times and due dates Deterioration consideration Different Processing Time (DPT) Different Release Time (DRT) Due-Date(DD) Family setup time Fuzzy batch processing time Fuzzy Due-date Fuzzy intervals between batches Fuzzy processing time Identical Job Dimention (IJD) Identical Job Size(IJS) Identical Job Volume (IJV) Job spliting Machine-dependent setup time Non agreeable release time and due-date Non-Identical Job Dimention (NIJD) Non-Identical Job Size(NIJS) Non-Identical Job Volume (NIJV) Non-Identical Processing Time Priority Processing set restrictions Same Due date Same Processing Time (SPT) Same Release Time (SRT) Sequence dependent setup time Sequence-dependent family setup time sequence-independent setup costs Unbounded machine capacity Variable Batch Size <--Others-->
Constraints	Capacity Machine Eligibility <--Others-->