QUANTITATIVE METHODS IN SUPPLY CHAIN MANAGEMENT
CONTENTS A REVIEW OF OPTIMIZATION METHODS CONTINUOUS OPTIMIZATION METHODS UNCONSTRAINED OPTIMIZATION CONSTRAINED OPTIMIZATION DYNAMIC PROGRAMMING MIXED INTEGER AND COMBINATORIAL OPTIMIZATION METHODS MIXED INTEGER PROGRAMMING MODELING METHODS FOR MIXED INTEGER PROGRAMMING BIBLIOGRAPHY EXERCISES REFERENCES FORECASTING SMOOTHING METHODS FOR TIME-SERIES ANALYSIS NA FORECAST METHOD CUMULATIVE MEAN METHOD MOVING AVERAGE METHOD MOVING AVERAGE WITH TRENDS METHOD DOUBLE MOVING AVERAGE METHOD SINGLE EXPONENTIAL SMOOTHING METHOD MULTIPLE EXPONENTIAL SMOOTHING METHODS DOUBLE EXPONENTIAL SMOOTHING WITH LINEAR TRENDS METHOD THE HOLT METHOD THE HOLT–WINTERS METHOD TIME-SERIES DECOMPOSITION ADDITIVE MODEL FOR TIME-SERIES DECOMPOSITION MULTIPLICATIVE MODEL FOR TIME-SERIES DECOMPOSITION CASE STUDY REGRESSION GENERALIZED REGRESSION NON-LINEAR LEAST SQUARES REGRESSION EXPONENTIAL MODEL REGRESSION AUTO-REGRESSION-BASED FORECASTING ARTIFICIAL INTELLIGENCE-BASED FORECASTING FORECASTING ENSEMBLES PREDICTION MARKETS PLANNING AND SCHEDULING AGGREGATE PRODUCTION PLANNING FORMULATION OF THE MULTI-COMMODITY AGGREGATE PLANNING PROBLEM SOLVING MULTI-COMMODITY AGGREGATE PLANNING PROBLEM MULTI-COMMODITY AGGREGATE PLANNING PROBLEM AS MULTI-CRITERION OPTIMIZATION PROBLEM PRODUCTION SCHEDULING JOB-SHOP SCHEDULING SCHEDULING FOR A SINGLE MACHINE SCHEDULING FOR PARALLEL MACHINES SHIFTING BOTTLENECK HEURISTIC FOR THE GENERAL JOB-SHOP SCHEDULING PROBLEM PERSONNEL SCHEDULING SCHEDULING TWO CONSECUTIVE DAYS-OFF AIR-LINE CREW ASSIGNMENT DUE-DATE MANAGEMENT, AVAILABLE TO PROMISE LOGIC AND DECOUPLING POINT COORDINATION INTRODUCTION THE PUSH–PULL INTERFACE BUSINESS REQUIREMENTS FROM AVAILABLE-TO-PROMISE PROBLEM INPUTS PROBLEM PARAMETERS PROBLEM OUTPUTS MODELING AVAILABLE-TO-PROMISE AS AN OPTIMIZATION PROBLEM A SIMPLIFIED EXAMPLE IMPLEMENTATION COMPUTATIONAL RESULTS INVENTORY CONTROL DETERMINISTIC DEMAND MODELS AND METHODS THE EOQ MODEL THE EPQ MODEL STOCHASTIC DEMAND MODELS AND METHODS SINGLE-PERIOD PROBLEMS: THE NEWSBOY PROBLEM CONTINUOUS REVIEW SYSTEMS PERIODIC REVIEW SYSTEMS MULTI-ECHELON INVENTORY CONTROL SERIAL 2-ECHELON INVENTORY SYSTEM UNDER DETERMINISTIC DEMAND SERIAL 2-ECHELON INVENTORY SYSTEM UNDER STOCHASTIC DEMAND STABILITY OF SERIAL MULTI-ECHELON SUPPLY CHAINS LOCATION THEORY AND DISTRIBUTION MANAGEMENT LOCATION MODELS AND ALGORITHMS THE P-MEDIAN PROBLEM THE UNCAPACITATED FACILITY LOCATION PROBLEM THE CAPACITATED FACILITY LOCATION PROBLEM THE P-CENTER PROBLEM DISTRIBUTION MANAGEMENT: MODELS AND ALGORITHMS THE VEHICLE ROUTING PROBLEM THE TANKERING PROBLEM INTEGRATED LOCATION AND DISTRIBUTION MANAGEMENT