This paper describes a decision-optimization module for use with SLAM simulation models. When appended to the SLAM software package, the optimization module provides capability for the automatic optimization of decisions with respect to an arbitrary user-defined objective function. The purpose of this paper is to describe the optimization technique and the proce dures required to invoke the module from within a SLAM simulation model. An example illustrating the use of the module to determine the optimum timing of traffic lights is presented.
Biles, W.E.A Gradient Regression Search Procedure for simulation ExperimentationProceedings 1974 Winter Simulation Conference vol. 2 1974 pp. 207-217
2.
Birta, L.G.A Parameter Optimization Module for CSSL-Based Simulation SoftwareSimulation April 1977 pp. 113-121
3.
4.
Conway, R.Some Tactical Problems in Digital SimulationManagement Science vol. 101963 pp. 47-61
5.
Daugherty, A.F.Turnquist, M.A.Simulation Optimization Using Response Surface Based on Spline ApproximationsProceedings 1978 Winter Simulation Conference1978 pp. 183-193
6.
7.
Eldridge, D.L.Experimental Optimization of Statistical SimulationProceedings 1974 Winter Simulation Conference pp. 503-510
8.
9.
10.
Fishman, G.Grouping Observations in Digital SimulationManagement Science vol. 241978 pp. 510-521
11.
Gately, M.P.Decision Optimization Module for the GASP IV Simulation Language MSE thesis Department of Industrial and Systems Engineering University of AlabamaHuntsville1978
12.
Hartman, J.K.A New Method for Global Opimization Paper NPS55 HH73041ANaval Postgraduate School Monterey, California
13.
Hooke, R.Jeeves, T.A.Direct Search Solution of Numerical and Statistical ProblemsJournal of the Association of Computer Machines vol. 81961 pp. 212-229
14.
15.
Mechanic, H.McKay, W.Confidence Intervals for Averages of Dependent Data Simulations II Technical Report 17-202 Advanced Svstems Development Division IBM Corporation1966
16.
Nelder, J.A.A Simplex Method for Function MinimizationComputer Journal vol. 71965 pp. 308-313
17.
Pegden, C.D.Gately, M.P.Decision Optimization for GASP IV Simulation ModelsProceedings 1977 Winter Simulation Conference1977 pp. 126-133
18.
19.
20.
Rosenbrock, H.H.An Automatic Method for Finding the Greatest or Least Value of a FunctionComputer Journal vol. 31960 pp. 175-184
21.
Smith, D.E.An Empirical Investigation of Optimum-Seeking in the Computer Simulation SituationOperations Research vol. 211973 pp. 475-497
22.
Smith, D.E.Automatic Optimum-Seeking Program for DigitalSimulation Simulation July 1976 pp. 27-31
23.
Starr, N.On the Asymptotic Efficiency of a Sequential Procedure for the Fixed Width Interval Estimation of the MeanAnnals of Mathematical Statistics vol. 371966 pp. 36-50
