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标题: M/M/1排队系统性能仿真代码(MATLAB) [打印本页]

作者: qlau2007    时间: 2009-8-12 13:02
标题: M/M/1排队系统性能仿真代码(MATLAB)

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可能有点儿乱啊~~嘿嘿
%mm1 simulation in matlab
: R& s, q- p* C" Dclc;clear;
ST_Idle=0;
0 S$ F8 L. R8 k9 p) g( b6 [9 SST_Busy=1;
EV_NULL=0;# D& ]# [- L# \* j% t
EV_Arrive=1;6 E# r% A' n! ~( Q
EV_Depart=2;
- J( C9 B5 }' ~7 a0 u2 uEV_LEN=3;
Q_LIMIT=1000;
% next_event_type=[];) p; E- z6 p, u5 a" k1 H8 u
% num_custs_delayed=[];  t0 f9 x+ `1 E% r7 [
% num_delays_required=[];
- S4 b4 C+ ]3 M/ T% num_events=[];
/ o9 _/ u" o; _* U* _% X9 o% num_in_q=[];+ z( ]( |4 A6 U1 K& f$ G" |0 G
% server_status=[];: L4 L5 ^! @: t/ C
% area_num_in_q=[];
: a1 p' s4 M8 ?+ \' }% area_server_status=[];
1 S' z# Z0 \& `2 ]7 h% mean_interarrival=[];4 o9 [1 L  M/ w8 ]3 H2 ?
% mean_service=[];
& K6 C# y' M5 k% sim_time=[];
/ l5 n) G- V3 H5 a' _. c' C% time_last_event=[];
& B9 }* o- |2 w  o% Z; x" |; ?% total_of_delays=[];4 {$ V2 u+ a) m& |
% , l6 {: y% B# g3 E
time_arrival=[];                 %
到达时刻
time_next_event=zeros(1,EV_LEN);
, c4 D8 `4 O( f( [. \' D. a- q%
仿真参数" @6 N6 C3 c' R
num_events=EV_LEN-1;# o) s. F6 P$ F! v  ~0 W
mean_interarrival=1;0 E6 z- ~8 f( @
mean_service=.5;
9 m$ g9 e( m; S9 R1 w7 C" O% Fnum_delays_required=2000;           %
outfile=fopen('mm1.txt','w');
6 t5 f# [# y2 A# ^3 Zfprintf(outfile, 'Single-server queueing system\n\n');
( O6 w1 I  S4 X0 n2 c" [fprintf(outfile, 'Mean interarrival time%11.3f minutes\n\n',mean_interarrival);
! O" _9 x& D4 _8 j( Sfprintf(outfile, 'Mean service time%16.3f minutes\n\n', mean_service);
/ C/ [3 f- I) q$ M) |/ cfprintf(outfile, 'Number of customers%14d\n\n', num_delays_required);
%%%%%%%%%%%%%part19 N8 f1 o" B, F& H# u" h
sim_time=0.0;% B/ p; {4 m& }- q' f
%     /* Initialize the state variables. */
    server_status   = 0;%idle( F) V# n9 o7 P) M& H, v
    num_in_q        = 0;$ v0 t2 G' m9 R
    time_last_event = 0.0;
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%     /* Initialize the statistical counters. */
    num_custs_delayed  = 0;
& x* z& J$ ]- x9 d    total_of_delays    = 0.0;
/ R+ ^7 w# [- `8 c" E    area_num_in_q      = 0.0;# _' v0 j) i, }, c+ C
    area_server_status = 0.0;
( Z0 }/ f% j  m/ v" ^' c9 A* d: h   
- A- V2 I, Z) N' }& `%     /* Initialize event list.  Since no customers are present, the departure
- H, A% U) D: Q8 ^* [: f2 @%        (service completion) event is eliminated from consideration. */+ W4 D) z1 t3 c
    time_next_event(EV_Arrive) = sim_time + randexp(mean_interarrival);8 J6 Y/ G! Q7 M, E, B3 }0 I( A7 L
    time_next_event(EV_Depart) = 1.0e+230;
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2 \5 K; |+ T0 F, G) k% ]    + F; [% i9 q7 B2 \$ R* J
   
* M% p7 a$ j, x& Y2 g %%%%%%%%%%%%part2
  O" K) l+ ~2 q$ A9 K7 _while (num_custs_delayed < num_delays_required)- ^- g, A8 E2 h' N
%Run the simulation while more delays are still needed.) o9 I, a9 c4 ^6 [
%/* Determine the next event. */
     min_time_next_event = 1.0e+290;
& g# O# I6 Z+ `* k# q     next_event_type = 0;
4 o& g- m4 Q+ G( @     + c2 {( L. a* n* S9 \
%/* Determine the event type of the next event to occur. */
    for i = 1: num_events
# f6 V& i, {+ T5 W" `% k2 E+ o        if (time_next_event(i) < min_time_next_event) ) ?' p$ K3 l5 `
            min_time_next_event = time_next_event(i);6 c& D6 L: Y- [: H5 N7 ^" I
            next_event_type     = i;
5 ?. i) I2 s3 i0 o        end
  o; M6 [" D$ D    end
8 L5 {0 g$ r" c, {   
$ L1 u5 u8 Z6 l1 R/ k9 m0 H%/* Check to see whether the event list is empty. */
    if (next_event_type == 0) # X4 S9 A7 h5 @, O0 v$ P7 L* m$ [9 b
        
& w- M8 L7 ?9 \6 p4 q%/* The event list is empty, so stop the simulation. */
        fprintf(outfile, '\nEvent list empty at time %f', sim_time);
; o3 [) h9 c3 H* [* x, ^        exit(1);% r3 X3 b  r- D% ?1 t
    end( M- D, {" P5 T! g' J. v( y
%/* The event list is not empty, so advance the simulation clock. */
    sim_time = min_time_next_event;
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' \9 U% {5 n3 |& m6 e%/* Update time-average statistical accumulators. */
    double time_since_last_event;
%/* Compute time since last event, and update last-event-time marker. */
    time_since_last_event = sim_time - time_last_event;" H0 K: x; e% b8 u% K
    time_last_event       = sim_time;
%/* Update area under number-in-queue function. */
    area_num_in_q=area_num_in_q +  num_in_q * time_since_last_event;
%/* Update area under server-busy indicator function. */
    area_server_status =area_server_status + server_status * time_since_last_event;* E& R7 W; W4 y( E5 o
   
6 G4 X( T: W/ l! }/ J%/* Invoke the appropriate event function. */
%%%%%%%%%%%%%arrival
    if(next_event_type==EV_Arrive)4 p! ^$ Z6 _, M6 ]
        double delay;
; o8 X( Y% n5 d        " x( @  a( T- i1 U# B& o
%/* Schedule next arrival. */
        time_next_event(1) = sim_time + randexp(mean_interarrival);
%/* Check to see whether server is busy. */
        if (server_status == ST_Busy) ( P! z$ R5 L, A1 G: f* E2 Y- d& s
            0 F6 F1 d$ ^7 l7 M$ y3 Q) Z7 O* C
%/* Server is busy, so increment number of customers in queue. */
            num_in_q=1+num_in_q;
$ S, [/ x, b- A/ i0 ]4 S            
9 k" Z5 X- S$ B' q%/* Check to see whether an overflow condition exists. */
            if (num_in_q > Q_LIMIT)                 ) o. M; R4 N' s" `/ d7 q
%/* The queue has overflowed, so stop the simulation. */
                fprintf(outfile, '\nOverflow of the array time_arrival at');
' K8 e' p& A7 O, J' I! I7 {                fprintf(outfile, ' time %f', sim_time);7 B# u* n, i# V4 N% |$ S3 @
                exit(2);1 O& W% q4 b4 j9 ]0 D, l6 [1 ~
            end
$ Q' c: |- }2 k3 z0 ~$ d7 l& h0 b%/* There is still room in the queue, so store the time of arrival of the arriving customer at the (new) end of time_arrival. */
            time_arrival(length(time_arrival)+1)=sim_time;
        else 7 n* z  x) H+ }0 }
%/* Server is idle, so arriving customer has a delay of zero.  (The following two statements are for program clarity 9 Q) z9 i! h1 w; p/ t* k! k
%and do not affect the results of the simulation.) */
            delay = 0.0;
' q2 ]1 _( Y4 a8 W, y! ^            total_of_delays =total_of_delays + delay;8 x4 ^, |( ?6 ?# e
            
8 A  e, K  \% i8 V$ B1 }2 ]%/* Increment the number of customers delayed, and make server busy. */
            num_custs_delayed = 1 + num_custs_delayed;) z7 b# S. j  ^; r/ }/ Q
            server_status = ST_Busy;
8 d2 }1 n. p; p$ X, i) s2 n            
8 G5 d9 w3 ^( X4 k%/* Schedule a departure (service completion). */
            time_next_event(EV_Depart) = sim_time + randexp(mean_service);
' j- @5 J/ B, R, Y# A# E        end %    if (server_status == ST_Busy)
8 D" I$ i) Q; a8 h! X%%%%%%%%depart+ t7 u4 U, P" J; Z) H/ v% n
    else  ^+ t8 r' r: o" ~
            double delay;
%/* Check to see whether the queue is empty. */
        if (num_in_q == 0)
% /* The queue is empty so make the server idle and eliminate the departure (service completion) event from consideration. */
            server_status      = ST_Idle;
5 o( g5 b7 d' @- `            time_next_event(EV_Depart) = 1.0e+230;% {* u) T7 v: p3 `
    * O+ T/ r+ k- q! \; U3 s: v9 X3 k- {
        else
%/* The queue is nonempty, so decrement the number of customers in queue. */
            num_in_q=num_in_q-1;
%/* Compute the delay of the customer who is beginning service and update the total delay accumulator. */
            delay = sim_time - time_arrival(1);
& V" G4 {: G& |% k1 m0 |, P            total_of_delays =total_of_delays + delay;
%/* Increment the number of customers delayed, and schedule departure. */
            num_custs_delayed = 1 + num_custs_delayed;
- d$ q, @- n# R0 R0 j; n            time_next_event(EV_Depart) = sim_time + randexp(mean_service);
%/* Move each customer in queue (if any) up one place. */
            tempForPop=time_arrival(2:length(time_arrival));# e* b  b1 O( n, b9 i5 f2 q
            time_arrival=tempForPop;( K, |( H, F: O  S
        end %if (num_in_q == 0)
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( J( M6 U5 _! }$ B! [, }. G    end %if(next_event_type==EV_Arrive): C; @) m4 \6 L* V; ?" B
    ! [- R5 U1 R" P2 Y$ d
end %while
$ d: H* [. @" L. [9 w               

, X8 z5 ^+ m$ P/ n%%%%%%%%%% part 3
5 X- q* t* h0 C3 B2 N0 s0 z& Q%/* Invoke the report generator and end the simulation. */
    fprintf(outfile, '\n\nAverage delay in queue%11.3f minutes\n\n',total_of_delays / num_custs_delayed);* l: \( ^) {# ?
    fprintf(outfile, 'Average number in queue%10.3f\n\n',area_num_in_q / sim_time);9 O% _; P6 w; c2 B
    fprintf(outfile, 'Server utilization%15.3f\n\n',area_server_status / sim_time);
6 K. ^2 I1 w" K( H: g7 |" a! @- i9 b( ]    fprintf(outfile, 'Time simulation ended%12.3f minutes', sim_time);
7 }  t5 ^+ C* L- k, Q    fclose(outfile);

作者: liuyaliss    时间: 2009-8-22 09:28
看看~~~~谢谢楼主
作者: rockhuman    时间: 2009-8-22 09:41
资料发上来 最好加上 一点解释  让大家都那能理解一下
作者: purplelesly    时间: 2009-8-29 12:52
谢谢楼主 ~~学习学习
作者: leeeff    时间: 2009-8-29 18:24
dddddddddddddddddddddddddddddddddddddddddddddd
作者: norah8291829    时间: 2009-9-3 12:27
看不懂~
作者: perfectgreen    时间: 2009-9-11 13:57
啊!!很好很强大啊!感谢楼主。。
作者: JocelynHUI    时间: 2009-9-11 14:14
高手啊!请教一下,B题第一问怎么做呀?
作者: GunBreaK    时间: 2009-9-11 16:20
没有矩阵币怎么办?。。。
作者: jamesgeng    时间: 2009-9-11 23:05
好东西啊,就是要用仿真的
作者: chuan0810    时间: 2009-9-11 23:46
有用没有那个也是!




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