Simulation and optimization in production planning: a case study
Decision Support Systems
WSC '95 Proceedings of the 27th conference on Winter simulation
An integrated simulation and optimization modelling environment for decision support
Decision Support Systems
Statistical analysis of simulation output
Proceedings of the 29th conference on Winter simulation
Simulation Modeling and Analysis
Simulation Modeling and Analysis
A Multiple Attribute Utility Theory Approach to Ranking and Selection
Management Science
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Computers and Operations Research
Simulation-based optimization using simulated annealing with confidence interval
WSC '04 Proceedings of the 36th conference on Winter simulation
Optimal computing budget allocation for multi-objective simulation models
WSC '04 Proceedings of the 36th conference on Winter simulation
Investigating the use of multi meta-heuristics in simulation optimization
Proceedings of the Winter Simulation Conference
Optimization of a stochastic remanufacturing network with an exchange option
Decision Support Systems
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The SimMOp framework for generating solutions to simulation optimization problems containing multiple objectives is presented. The complexity within this subject is the conflicting multiple stochastic outputs whose estimates are only available through simulation. The framework combines a simulation model, a non-exhaustive heuristic search algorithm with an embedded multi-objective optimization technique, and database technologies to generate a set of good quality solutions. The goodness of solutions is measured from a multi-objective and stochastic perspective through analysis after the search phase of the methodology. The methodology has been tested using a discrete-event simulation model based on inventory theory.