## Simulation modeling and analysisThis authoritative, comprehensive, and thoroughly up-to-date guide addresses all the important aspects of a simulation study, including modeling, simulation languages, validation, input probability distribution, and analysis of simulation output data. Full scale treatments of manufacturing systems simulation and simulation software and animation are also included along with useful and instructive case studies. |

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Exponential variate generation function. */ { return -mean * log (lcgrand( stream) )

; )

...

**FIGURE**2.62 simlib function pprint_out. float expon(float mean, int stream) /*Exponential variate generation function. */ { return -mean * log (lcgrand( stream) )

; )

**FIGURE**2.63 simlib function expon. int random_integer( float prob_diatrib[] , int...

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_,)] 1 if x < a0 if Oj_ , < x < Oj fory =1,2, ifak<x

specification of an empirical distribution for it = 4. In this case, G{a}) is the

proportion of the X,'s that are less than a;, and G(x) rises most rapidly over ranges

of x where the ...

_,)] 1 if x < a0 if Oj_ , < x < Oj fory =1,2, ifak<x

**Figure**6.25 illustrates thisspecification of an empirical distribution for it = 4. In this case, G{a}) is the

proportion of the X,'s that are less than a;, and G(x) rises most rapidly over ranges

of x where the ...

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8 hours

lunch breaks. 1 20 i

throughputs over a shift, small factory with lunch breaks. APPENDIX 9A RATIOS

OF ...

8 hours

**FIGURE**9.14 Averaged process for hourly throughputs, small factory withlunch breaks. 1 20 i

**FIGURE**9.15 Averaged process for average hourlythroughputs over a shift, small factory with lunch breaks. APPENDIX 9A RATIOS

OF ...

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### Contents

Basic Simulation Modeling | 1 |

FixedIncrement Time Advance | 93 |

Problems | 99 |

Copyright | |

21 other sections not shown

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### Common terms and phrases

acceptance-rejection method algorithm alias method approach average delay batch Chap confidence interval configurations correlation covariance-stationary define delay in queue density function discrete discussed in Sec distribution function estimate event list event type example exponential distribution exponential random factors FIFO FIGURE forklift FORTRAN fprintf(outfile gamma gamma distribution given histogram idle independent initial integer interarrival inverse-transform method job type machine manufacturing system mean metamodel Note number in queue number of customers observations obtain output data percent confidence interval plot Poisson process Prob probability procedure Q-Q plot queueing model queueing system random numbers random variables replications sample sampst scale parameter scheduled server sim_time simlib simulation simulation model simulation packages simulation run simulation study single-server queueing specified station statistical steady-state stochastic stochastic process Suppose Table teller throughput tion update valid variance variates vector Weibull Weibull distribution