E. OZCEYLAN /International Journal of Lean Thinking Volume 1, Issue 1 (June 2010)

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1 I J L T k gv m1 I 1( J ) LT k g. jmg: www. k g.m/ j AD S S m C m T M L g E Öz S ç ku D m I E g g C m K T k k.. ABSTRACT KEYWORDS L g m g m T m m m M m k g m m g g. F m T A m m x m D m. b m. T m k k w ; q m ARTICLE INFO b w g b m.u R 3 0M m1 8J m b b w m w w R A 2 7J w w m m.s A b 0 8J m m g b b % g k. T m q w b g b. T ( A HP )w m m m b g m k w g b j. I m m g A HP b m w g. T m b m w mb A HP. B g m b m m. 1. I Nw g b m g w b q g g m mk. B m - -m g m w mm w. I kw g mkb m. Lg mgm w g m bw g m m qm m. Lg wg m-g kgg m. T m m m g. T g g g bm mg g. T g g mk b m.

2 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) T m b mw w w w m m. Dg m mmzg. Fg mk b m gbz. B m gw kg w b g m g mg. I g m b mg g -- (E C. 2001). D gbz g m m g mgm b gwg. T k m g m w j. T m m g m g. T k m g mk g mm m g m b AHP. T m g. Aw w w w g AHP m x. Nw m D S Sm (DSS) gg kwg w m g g bm w m m. I w xm x m g. T xg m mx w (AHP) mg mm m m. T bm w m b AHP mg. 2. L Rw Hwg M 1990 w -mxmzg m w b m w-mxmzg g m gzg m g. I w w. T m Tw w g mg. F xm A H P (AHP) m m- m (S 1995). T mm b mx 59

3 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Pbg' w I A b/ b m g m m w bk w. F b w m xm w b m m (AHP) w. Fkbk 2001 m x m g. F m g m g m x m m w x b m. T g m x : ( j mg); m ( g g);. R x (US) -m w 1.11 g kg b x g g m 9.3±22.6% kg 13.2%. Pk Sgk (2003) A H P (AHP) mkg. R g w m. R m b AHP w m b mbg gg m w m. A mw gm T w. Im w m b Gg Im Sm (GIS) AHP m. Cm wg AHP w g AHP. F b gm w b gg w m b. Pk Hkk 2006 k k b g z m w m bm. T b b g w g w m g w. Ag g g /kg ww mk m. B m g w m g x g b m F g m g gb mk. Ag g mb g m w b m g g ' q. Pg. (2008) z b g AHP m mkg gg g mm 60

4 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) g q b g. A xmg m g b Tk g- m b Tzk Öü (2008). Q m b mbg g. T w mbg g bm zz wk (ANP) m b. A g mb w b z b m b m. T b b g mk mg m mgm g m m w m m b. C m mmb g m m mm w mwk m- mkg (MCDM). T b w wk (FANN) MCDM bm b Q. (2008). W g m b zz (AHP) ANN m w mb ANN mk wg m b zz AHP. Em w MCDM m xb m m. Özk Bşıg (2009) x g m wkg m w b z m m. T g b g m b-. F wg m w b m m- mkg q TOPSIS w b bm b. L 2010 xg bmg z m m g wk m gg xm UPS. 3. T M I Lg T m m g m g m m. Fg mm b b bb bw - w- g (Fg 1). T g g g m (B 1999). 61

5 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Fg 1. C g m (Tg. 2005) W w m g bg g. B g m g b g m q. T mm m m b b. A w- g m b m gm (Tg. 2005). Hw m m k gg g. E m (k ) w q w g gw. F m gm kg xm g gm. T g bg w k bk w wg w m m. S w w m m m w m gb m gm m b w m (Am 2010 b ). B x m : mw w w w m. Mw : T mm m. T m m w k. I mw x w b b g. O m g mw b. I xb m. M m g. B mw g m (Özk Bşıg 2009). R g g m g b mb b. I g w w w (Tg. 2005). T x g mw bg m bm jm. I m 62

6 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) b mgm q.g. g (Tg. 2005). Tkg m- w g g g 646 m k (LTL) 274 m k (TL). T g kg g g q bw g m; q b ; (B 1999). Rw : I w g w b bg m. Fx g b m. O b w. B g w g m w m. T w w w m g. T g m (Özk Bşıg 2009). Rw g k g g w b w w g m w g g x m k g m m m gzg w g (Tg. 2005). R x w g m mm w. A mm g b m g gm g. I w b w g w. B m m g. V mm mm m. R gg m mm bk mm g g w mb w q qm. O x g w mb ; - g w m g g bw g ; k ; gm w w g g m w (B 1999). Aw : T m m g m. I w m w b w b g. I m g m. B b ; w. A g m b 63

7 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) bm. M w g g. A m b w (Özk Bşıg 2009). Fg 2. M m g (Am 2010 ) A g g m m. I w w k mg xb g q g g g. T g g : (1). T ; (2) w ; (3) g b m. G gb mk g g g. T g m g w m z mg bw m T g g w m mm b J-I-Tm -- (Tg. 2005). A x mm g m. D : (1) g m k- (2) g (3) (4) m (5) x (6) mm (7) (B 1999). 64

8 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Sw : T m x m. P w g q ( g q g g w w ) b. I 22 m w 7 m mw 3.5 m w. F m m w. I m m. B w b m g m m (Özk Bşıg 2009). Sw m g. B g b w. T m mm g m g q. M mm m b q m. T b w g.g. -m m m ww g kg m. T mm b m : (1) L Sg: T b b m g g. (2) Tm Sg: T k g g. I g D Bk Cg. (3) I Sg: T m g w m. T mm z g- g (Tg. 2005). L mg g m g b w w m b mg m w w bk (g m b b). Cm g g g m g. Sb kgg g m g g g g g g (B 1999). P : T g g b w ; g x g z g m (Tg. 2005). T m m b m b m. Hw m xm w mg q g m q. I 65

9 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) b m b g x. I g m m b m b w m b. W g mg qm g b. A b m b m b mkg m (B 1999). Im : T 21 w w m g b gg qm gb. E m ( w ) g g g m b g m 20. W m z m-1900 w g w g gb qm g m gw (Dw Cg 2010). A w m b xg m kg b mx x m m m w b m m (R B 2000). Im g g m m. Im w g m g m ( ) ( ) g m. T b m mb: (1) k (2) w (3) (Fg. 3) (4) (5) k (6) k w (7) k (8) w (9) w (10). N mb. Sm b g (B 1999). 66

10 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Fg 3. Sm m m (Ax Y 2007) 4. S B T M I m m w b m x m. T m mw w w w m. I m w m m g m b m. W g m B (1999) m m b w mg. B m g m b x. F mg m w A H P (AHP) m mkg q. I w mz AHP m x. A x m w m mx. T mx b mm m g. 4.1 A H P T A H P (AHP) S (1980) w m b mk w m g bj/ b q q b. T AHP mg w b b m. I g wg g m b 67

11 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) mk (DM). T AHP mb bj mg kg (Am 2010 ). AHP g w mx mkg b mx w m. AHP b mkg b k DM. AHP m b b w (b q q) m b DM m kg. T AHP m b bg mx x m w DM kwg mb. T AHP-b m bj b g. A-Hb (2001) wg g AHP. 1. D bm m g. 2. S m ( bj m -mk' w) g m ( w b-q ) w w. 3. C -w m m (z x ) w w mx m mm b b g mm w Tb 1. T -w m m w m m. Tb 1. P-W m AHP (A-Hb 2001) Nm g Vb jgm 9 Exm 8 V g xm 7 V g 6 Sg g 5 Sg 4 M g 3 M 2 Eq m 1 Eq 4. T x (-1) jgm q m 3. R m g -w m. 5. H w wg g b wg m k wg g g x w. 68

12 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) 6. Hg m -w m m b g Eg mx x CI w: CI= ( mx-)/(-1) w mx z. Jgm b k b kg (CR) CI w Tb 2. T CR b x I m jgm mx. T b mx jgm b w m. Tb 2. Ag m (A-Hb 2001) Sz Mx Rm C S 3-6 m. 4.2 M C w D T mb b b bw q. T k bg b m g g w b b (B 1999). T g bm m b w m b : m g m b. T m b m m mk. T w k bw: C: T m m m. F x b g m. G m w mxmm w mmm (Özk Bşıg 2009). C m g m. Tb 4 g xm -m m. N w m x g. Tkg b m m x b m x mm (B 1999). 69

13 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Tb 4. Ag Fg T-M T P b M (B 1999) M P (/-m) Rw 2.50 Mw Sw 0.73 P 1.40 Aw Tg Tm: Tg m g m k m m m g. T g m mg g mm m. T g w b m m. E w g g w m. W w w w w (Fg 4). T m g m bw w m. Ag g m () D ( m) Fg 4. Ag g m m (B 1999) S: T k bg mg g. B m b m g w mg mg x bm m. A P: A w mm b xg m kg b mx x m m m w b m m (R B 2000). 70

14 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Tb 5. Rkg M b Em -km (K 1991) Rk NO VOC PM CO CO 2 1-M Rw Rw Aw Rw Rw 2 Sw Sw Rw Sw Sw 3 Mw Aw Sw Aw Mw 4-L Aw Mw Mw Mw Aw T mj. T wg w b ( m g m ) m k : (PM ) b mx (CO) g x (NO) bz g m (VOC) b (Tb 5 Fg 5). Fg 5. Cm g m b m (Am 2010 ) Eg Cm: Eg m m. T mmz g m m m m g m. O m b m ' m kg. T m (ggg) g Fg 6 w m b g m. I ggg g m g ( -km m) (K 1991). 71

15 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Fg 6. Em Aggg F E (K 1991) N: B g mb m b b m g m g m. T q m m b g b m x m. T m m g; w. A g g m m m g (Wz. 2007). Mw xm 70% m b. I m b m m. M m m g w. F k w. F k mg 90 km/ mk m 28 mg m. N gw m w. F g 20 km/ m 55 b g 40 km/ 65 b 80 km/ 75 b 100 km/ 80 b. R 10% m b. N m m g (m ) w w bwg. T m m m b w mj m m. Fm m g. A 20% m b. A k gwg m - j g w m 72

16 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) m g bmg mj. T bm g bw mj w mb m (Fg 7). T w. E w k ; m ggb. S b j k m m mg g (Rg 2010). Fg 7. Pg g w -g g (L ) m (Wz. 2007) Ab: T m m. B b g b mk mg b. T g x m g b (Özk Bşıg 2009). W mw g b g w w w. 4.3 A D D S Sm I b m mk m (DSS) b AHP w. F DSS. C mk w Fg 8. 73

17 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Fg 7. H T b m g b m. A wg b g AHP. T mx w b m m bm w bw: Fg 8. E DSS 74

18 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Fg 9. E T mk mx g / b g (1-9). F mw m w k bw ( w). A g mx w w k Fg 10. Fg 10. E w 75

19 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Ag (Fg 10) m mx. T mx b m 0.1. T wg ( 1) w bw Fg 10. Ag m b m w (0.42) w m mw w. F mk w. F b mb w jg w (Fg 11). T b mkg w m w. Fg 11. P wg A jgm w jgm g q (Ax). Ag g m w b g b m w P mj w m Sw m b w Ag mw g b m w Aw mj w m Rw m b w F w g Sw b m m 0.27 w wg w Ag g m w b w 0.41 w w Ag b g b m w Rw mj w m Aw m b w F b mw g Aw b m m

20 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) wg w (Fg 11). A g mx gm (Fg 12). Fg 12. T mx F xm w m AHP m m. W m gm g xm bm. Ax mmz m. B AHP kg m b m kw b w (0.21) w w b (0.18). Ag m b m m (0.096). A w Fg

21 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Fg 13. T b DSS 5. C Pg b m zg b g m m w mg q q m m. D-mkg w q b z. Pg gz b m w w / g b m b b mg jb. T b m b mx z b m b m (Pg. 2008). W gz w g b m g b mx. T m bm m-bj bm w m q q g. T AHP m bm. W m b m AHP m b m. T AHP m mkg mwk g mg. I b g m b w g m. W w b m w

22 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) I g b -mk k m m b -mk w b q. T w x. W w b q mkg m m. W b m AHP -- m w. T w AHP b mg mx bm m. F m m w w w m. F b ; bm b b m q (TOPSIS PROMETHEE ELECTRE.) w zz g. R A-Hb K.M.A. A AHP Pj Mgm. I J Pj Mgm 2001; 19; Am (2010 ). D A H P Mg. A/Tk_AHP_DITTY.. A D: Am (2010 b ). T Lg. ://www.wk. /z/w/t%20%20lg.. A D: Am (2010 ). Em Pm ://www.m.g/g /m/ m-.. A D: Am (2010 ). S S C Dm. F Hgw Am O Fg Mgm O. ://.w..g/g/m/ /.m A D: Ax D. Y K. G S C: Im T Mg W Em Im A E T b Dw W. Cg J. Im Fg T /mm/ A D: E Cmm. Fg I-m. R m T R Pgm ://../mm/g/g_/x_.m. A D: Fkbk D.J. Cm Ex C R Tk Fg T T R P A 2001; 35;

23 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Hwg H. M C. A Sm M C T M P L. T A Rg S 1990; 24; 3; K A.M. Eg Em F Fg T. P Em R B T C. L T. M T S C. Bgm Yg U A D: Özk B. Bşıg H. Eg T T Ag T D S: A M C D Mkg Mg 7 I Lg & S C Cg 2009; Q L. C Y. M X. A T M S M Mm T B A ANN Sm. IEEE Cm S 2008; 3; Pk M. Sgk N. E O A I T Pg Ug M-Sk M-Obj AHP Mg. Pg E A S T S 2003; 4; Pg I. F M. D V. A AHP M T Pg. ISEP Pk M. Hkk V. S C T M: A C S F F I S. T Rw 2006; 26; 2; Rg J-P. N P Em b T Sm. ://.. /g/g/8/8/83.m A D: R D. B M. Mm T Lg Em: Mgg I Gb Em. E Mgm J 2010; 18; 4; S T.L. T A H P. MGw-H. Nw Yk S T.L. T Pg w M C: T A H P A Pg Rw. J A T 1995; 29; 1; Tg Y. Y W.L. T M.A.P. T R T Lg C. Pg E A S T S 2005; 5; Tzk U.R. Öü S. A Fzz A Nwk P B A T M S bw Tk Gm: A C S. Im S 2008; 178; 15; Wz I.A. B R.J. H C.E. Cg Pm Mgg T N. N Am Egg Pb 2007; 37; 3. 80

24 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Ax Fg 14. E w g m Fg 15. E w 81

25 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Fg 16. E w Fg 17. E w g m 82

26 E. OZCEYLAN /I J L Tkg Vm 1 I 1 (J 2010) Fg 18. E w Fg 19. E w b 83

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