LAMPIRAN DATA UJI. Data Kendaraan Internal

LAMPIRAN DATA UJI Data Kendaraan Internal mskendaraan NamaKendaraan Kubikasi Tonase engkel delapan 19 6500 engkel dua 19 6500 engkel duabelas 19 6500 engkel empat 19 6500 engkel empatbelas 19 6500 engkel enam 19 6500 engkel enambelas 19 6500 engkel lima 19 6500 engkel limabelas 19 6500 engkel satu 19 6500 engkel sebelas 19 6500 engkel sembilan 19 6500 engkel sepuluh 19 6500 engkel tiga 19 6500 engkel tigabelas 19 6500 engkel tujuh 19 6500 engkel tujuhbelas 19 6500 L1

Data Transporter mstransporter Jenis Kubikasi Tonase trans25 19 6500 trans26 19 6500 trans27 19 6500 trans28 19 6500 trans29 19 6500 trans30 19 6500 trans31 19 6500 trans32 19 6500 trans33 19 6500 trans34 19 6500 trans35 19 6500 trans36 19 6500 trans37 19 6500 trans38 19 6500 trans39 19 6500 trans40 19 6500 trans41 19 6500 trans42 19 6500 trans43 19 6500 trans44 19 6500 trans45 19 6500 trans46 19 6500 trans47 19 6500 trans48 19 6500 trans50 19 6500 mstransporter Jenis Kubikasi Tonase trans51 19 6500 trans52 19 6500 trans53 19 6500 trans54 19 6500 trans55 19 6500 trans56 19 6500 trans57 19 6500 trans58 19 6500 trans59 19 6500 trans60 19 6500 trans61 19 6500 trans62 19 6500 trans63 19 6500 trans64 19 6500 trans65 19 6500 trans66 19 6500 trans67 19 6500 trans68 19 6500 trans69 19 6500 trans70 19 6500 trans1 19 6500 trans2 19 6500 trans3 19 6500 trans4 19 6500 trans5 19 6500 mstransporter Jenis Kubikasi Tonase trans6 19 6500 trans7 19 6500 trans8 19 6500 trans9 19 6500 trans25 19 6500 trans26 19 6500 trans27 19 6500 trans10 19 6500 trans11 19 6500 trans12 19 6500 trans13 19 6500 trans14 19 6500 trans15 19 6500 trans16 19 6500 trans17 19 6500 trans18 19 6500 trans19 19 6500 trans20 19 6500 trans21 19 6500 trans22 19 6500 trans23 19 6500 trans24 19 6500 trans71 19 6500 trans72 19 6500 trans73 19 6500 mstransporter Jenis Kubikasi Tonase trans74 19 6500 trans75 19 6500 trans76 19 6500 trans77 19 6500 trans78 19 6500 trans79 19 6500 trans80 19 6500 trans81 19 6500 trans82 19 6500 trans83 19 6500 trans84 19 6500 trans85 19 6500 trans86 19 6500 trans87 19 6500 trans88 19 6500 trans89 19 6500 trans90 19 6500 trans91 19 6500 trans92 19 6500 trans93 19 6500 trans94 19 6500 trans95 19 6500 L2

Data Produk msproduk kodebarang namabarang panjangdus lebardus tinggidus beratdus isiperdus satuanperdus isidalambox satuandalambox 1100506165 NSHC Jeruk Valencia 120 60 180 300 1-12 dus 300gx12d 1100515110 NSHCSF Jeruk Brazil 100 60 190 6 10 sachet 24 dus 6gx24dx10s 1100615314 NS Exo Brazilian Orange PNH 10gx12px40s 130 70 180 10 40 sachet 12 pak 2101200162 TS NFDM Fiber Plain 140 40 200 285 1-12 dus 2101200180 TS NFDM Fiber Plain 140 70 200 500 1-6 dus 500gx6d 2101451155 TS Hi Lo Chocolate 140 40 200 250 1-12 dus 250gx12d 2101484155 TS Hi Lo Vanilla 140 40 200 250 1-12 dus 250gx12d 2201051106 WRP ND Chocolate 12 dus x 6 sch x 25g (besar) 140 40 200 25 6 sachet 12 dus 2201058165 WRP ND Choco 130 60 200 300 1-12 dus Cereal 12 dus x 300g 2303056180 L-MEN ADVANCED CHOCO VANILLA 6 dus x 500 g 140 70 200 500 1-6 dus L3

LAMPIRAN DETIL DATA SET MODEL A MsOutlet Kode Nama x y 0 Hero1 50,96 43,28 1 Superindo1 39,45 76,93 2 Makro1 14,25 8,9 3 Tip Top1 20,87 13,45 4 Ramayana1 102,3 89,5 5 Makro2 13,26 20,12 6 Hero2 34,8 17,9 7 Carefour1 10,45 29,73 8 Superindo2 45,23 40 9 Hero3 14 7 10 Makro3 100 83 11 Ramayana2 10 39 12 Hero4 33,108 6,75 13 Superindo3 35,867 60,75 14 Makro4 38,626 8,1 15 Tip Top2 41,385 7,2 16 Ramayana3 44,144 22,5 17 Makro5 46,903 13,5 18 Hero5 49,662 36 MsOutlet Kode Nama x y 19 Carefour2 52,421 40,5 20 Superindo4 55,18 31,5 21 Hero6 57,939 13,5 22 Makro9 60,698 4,5 23 Ramayana4 63,457 23,4 24 Hero7 66,216 31,5 25 Superindo5 68,975 34,2 26 Makro6 71,734 32,4 27 Tip Top3 74,493 27 28 Ramayana5 77,252 30,15 29 Makro7 80,011 43,2 30 Hero8 82,77 38,25 31 Carefour3 85,529 18 32 Superindo6 88,288 17,1 33 Hero9 91,047 21,6 34 Makro8 93,806 31,95 35 Ramayana6 96,565 45 L4

Data Transaksi Pembelian untuk Data Set Model A querypo nopo tglpo kodeoutlet Nama namabarang jumlah satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox PO001 18/12/2007 0 Hero1 NSHC Jeruk 2 Dus 120 60 180 300 1 12 Valencia 300gx12d PO001 18/12/2007 0 Hero1 TS NFDM Fiber Plain 5 Box 140 40 200 285 1 12 PO002 18/12/2007 1 Superindo1 WRP ND Chocolate 12 dus x 6 sch x 25g (besar) 1 Dus 140 40 200 25 6 12 PO003 18/12/2007 2 Makro1 TS NFDM 2 Box 140 40 200 285 1 12 Fiber Plain PO023 18/12/2010 3 Tip Top1 L-MEN ADVANCED CHOCO VANILLA 6 dus x 500 g 3 Dus 140 70 200 500 1 6 PO004 18/12/2007 4 Ramayana1 NS Exo Brazilian Orange PNH 10gx12px40s 5 Dus 130 70 180 10 40 12 PO005 18/12/2007 5 Makro2 L-MEN 3 Dus 140 70 200 500 1 6 ADVANCED CHOCO VANILLA 6 dus x 500 g PO005 18/12/2007 5 Makro2 NSHCSF Jeruk Brazil 1 box 100 60 190 6 10 24 L5

querypo nopo tglpo kodeoutlet Nama namabarang jumlah satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox 6gx24dx10s PO005 18/12/2007 5 Makro2 WRP ND 2 Box 140 40 200 25 6 12 Chocolate 12 dus x 6 sch x 25g (besar) PO006 18/12/2007 6 Hero2 NSHCSF 10 Dus 100 60 190 6 10 24 Jeruk Brazil 6gx24dx10s PO006 18/12/2007 6 Hero2 TS Hi Lo 2 Box 140 40 200 250 1 12 Vanilla 250gx12d PO006 18/12/2007 6 Hero2 TS NFDM 5 Box 140 40 200 285 1 12 Fiber Plain PO007 18/12/2007 7 Carefour1 TS NFDM 3 Box 140 40 200 285 1 12 Fiber Plain PO007 18/12/2007 7 Carefour1 L-MEN 1 Box 140 70 200 500 1 6 ADVANCED CHOCO VANILLA 6 dus x 500 g PO007 18/12/2007 7 Carefour1 NSHCSF 2 Box 100 60 190 6 10 24 Jeruk Brazil 6gx24dx10s PO007 18/12/2007 7 Carefour1 NS Exo Brazilian Orange PNH 10gx12px40s 5 Dus 130 70 180 10 40 12 PO011 18/12/2007 8 Superindo2 TS NFDM Fiber Plain 5 box 140 40 200 285 1 12 L6

querypo nopo tglpo kodeoutlet Nama namabarang jumlah satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox PO011 18/12/2007 8 Superindo2 NSHC Jeruk Valencia 300gx12d 2 Dus 120 60 180 300 1 12 PO009 18/12/2007 9 Hero3 TS Hi Lo 6 Dus 140 40 200 250 1 12 Vanilla 250gx12d PO009 18/12/2007 9 Hero3 TS NFDM 7 Dus 140 40 200 285 1 12 Fiber Plain PO010 18/12/2007 10 Makro3 L-MEN 8 Box 140 70 200 500 1 6 ADVANCED CHOCO VANILLA 6 dus x 500 g PO010 18/12/2007 10 Makro3 NS Exo Brazilian Orange PNH 10gx12px40s 12 Dus 130 70 180 10 40 12 PO024 18/12/2011 11 Ramayana2 TS Hi Lo Vanilla 250gx12d 2 Box 140 40 200 250 1 12 PO008 18/12/2007 12 Hero4 WRP ND 4 Box 130 60 200 300 1 12 Choco Cereal 12 dus x 300g PO008 18/12/2007 12 Hero4 TS Hi Lo 9 Dus 140 40 200 250 1 12 Vanilla 250gx12d PO025 18/12/2012 12 Hero4 TS NFDM Fiber Plain 5 Box 140 40 200 285 1 12 L7

querypo nopo tglpo kodeoutlet Nama namabarang jumlah satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox PO017 18/12/2007 13 Superindo3 NSHCSF 10 Dus 100 60 190 6 10 24 Jeruk Brazil 6gx24dx10s PO017 18/12/2007 13 Superindo3 TS NFDM Fiber Plain 3 Box 140 40 200 285 1 12 PO018 18/12/2007 14 Makro4 TS Hi Lo 2 Box 140 40 200 250 1 12 Vanilla 250gx12d PO018 18/12/2007 14 Makro4 TS NFDM Fiber Plain 7 Box 140 40 200 285 1 12 PO016 18/12/2007 16 Ramayana3 TS NFDM 5 Box 140 40 200 285 1 12 Fiber Plain PO016 18/12/2007 16 Ramayana3 WRP ND Chocolate 12 dus x 6 sch x 25g (besar) 9 Dus 140 40 200 25 6 12 PO026 18/12/2013 18 Hero5 NSHCSF Jeruk Brazil 6gx24dx10s 10 Dus 100 60 190 6 10 24 PO027 18/12/2014 20 Superindo4 TS NFDM Fiber Plain 3 Box 140 40 200 285 1 12 PO015 18/12/2007 21 Hero6 TS Hi Lo 9 Dus 140 40 200 250 1 12 Vanilla 250gx12d PO015 18/12/2007 21 Hero6 L-MEN ADVANCED CHOCO 1 box 140 70 200 500 1 6 L8

querypo nopo tglpo kodeoutlet Nama namabarang jumlah satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox VANILLA 6 dus x 500 g PO015 18/12/2007 21 Hero6 NSHC Jeruk 8 Dus 120 60 180 300 1 12 Valencia 300gx12d PO028 18/12/2015 22 Makro9 NS Exo 5 Dus 130 70 180 10 40 12 Brazilian Orange PNH 10gx12px40s PO014 18/12/2007 24 Hero7 WRP ND 2 Box 140 40 200 25 6 12 Chocolate 12 dus x 6 sch x 25g (besar) PO014 18/12/2007 24 Hero7 WRP ND Choco Cereal 12 dus x 300g 4 Box 130 60 200 300 1 12 PO013 18/12/2007 25 Superindo5 NS Exo 5 Dus 130 70 180 10 40 12 Brazilian Orange PNH 10gx12px40s PO013 18/12/2007 25 Superindo5 NSHCSF 1 Box 100 60 190 6 10 24 Jeruk Brazil 6gx24dx10s PO013 18/12/2007 25 Superindo5 NS Exo Brazilian Orange PNH 10gx12px40s 11 Dus 130 70 180 10 40 12 PO029 18/12/2016 26 Makro6 NSHCSF Jeruk Brazil 6gx24dx10s 2 Box 100 60 190 6 10 24 PO030 18/12/2017 28 Ramayana5 L-MEN 1 box 140 70 200 500 1 6 L9

querypo nopo tglpo kodeoutlet Nama namabarang jumlah satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox ADVANCED CHOCO VANILLA 6 dus x 500 g PO019 18/12/2007 30 Hero8 TS NFDM 7 Dus 140 40 200 285 1 12 Fiber Plain PO019 18/12/2007 30 Hero8 TS Hi Lo 6 Dus 140 40 200 250 1 12 Vanilla 250gx12d PO019 18/12/2007 30 Hero8 L-MEN ADVANCED CHOCO VANILLA 6 dus x 500 g 3 Dus 140 70 200 500 1 6 PO020 18/12/2007 32 Superindo6 NS Exo 12 Dus 130 70 180 10 40 12 Brazilian Orange PNH 10gx12px40s PO020 18/12/2007 32 Superindo6 NSHCSF 2 Box 100 60 190 6 10 24 Jeruk Brazil 6gx24dx10s PO020 18/12/2007 32 Superindo6 NS Exo Brazilian Orange PNH 10gx12px40s 5 Dus 130 70 180 10 40 12 PO022 18/12/2009 33 Hero9 NSHCSF 1 Box 100 60 190 6 10 24 Jeruk Brazil 6gx24dx10s PO021 18/12/2008 34 Makro8 WRP ND Chocolate 12 dus x 6 sch x 2 box 140 40 200 25 6 12 L10

querypo nopo tglpo kodeoutlet Nama namabarang jumlah satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox 25g (besar) PO012 18/12/2007 35 Ramayana6 WRP ND 1 Dus 140 40 200 25 6 12 Chocolate 12 dus x 6 sch x 25g (besar) PO012 18/12/2007 35 Ramayana6 TS NFDM 5 Box 140 40 200 285 1 12 Fiber Plain PO012 18/12/2007 35 Ramayana6 TS NFDM 2 Box 140 40 200 285 1 12 Fiber Plain PO012 18/12/2007 35 Ramayana6 L-MEN ADVANCED CHOCO VANILLA 6 dus x 500 g 8 Box 140 70 200 500 1 6 L11

Data Transaksi Retur untuk Data Set Model A tglretur noretur kdoutlet R001 18/12/2007 0 Hero1 WRP ND Chocolate 12 dus x 6 sch x 25g (besar) R002 18/12/2007 1 Superindo 1 queryretur Nama namabarang jumlah Satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox TS NFDM Fiber Plain R003 18/12/2007 2 Makro1 NSHC Jeruk Valencia 300gx12d R002 18/12/2007 1 Superindo 1 R004 18/12/2007 4 Ramayana 1 R005 18/12/2007 8 Superindo 2 R005 18/12/2007 8 Superindo 2 TS NFDM Fiber Plain L-MEN ADVANCED CHOCO VANILLA 6 dus x 500 g NSHC Jeruk Valencia 300gx12d WRP ND Chocolate 12 dus x 6 sch x 25g (besar) R006 18/12/2007 12 Hero4 WRP ND Choco Cereal 5 Dus 140 40 200 25 6 12 1 Box 140 40 200 285 1 12 8 Dus 120 60 180 300 1 12 5 Dus 140 40 200 285 1 12 2 Dus 140 70 200 500 1 6 6 Dus 120 60 180 300 1 12 2 Dus 140 40 200 25 6 12 8 Dus 130 60 200 300 1 12 L12

tglretur noretur kdoutlet 12 dus x 300g R006 18/12/2007 12 Hero4 NSHC Jeruk Valencia 300gx12d R007 18/12/2007 10 Makro3 TS NFDM Fiber Plain R008 18/12/2007 15 Tip Top2 WRP ND Chocolate 12 dus x 6 sch x 25g (besar) R009 18/12/2007 9 Hero3 TS NFDM Fiber Plain R010 18/12/2007 5 Makro2 NSHC Jeruk Valencia 300gx12d R011 18/12/2007 3 Tip Top1 TS NFDM Fiber Plain R012 18/12/2007 6 Hero2 L-MEN ADVANCED CHOCO VANILLA 6 dus x 500 g R013 18/12/2007 11 Ramayana 2 R014 18/12/2007 20 Superindo 4 queryretur Nama namabarang jumlah Satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox NSHC Jeruk Valencia 300gx12d WRP ND Chocolate 12 dus x 6 sch x 3 Dus 120 60 180 300 1 12 1 Box 140 40 200 285 1 12 5 Dus 140 40 200 25 6 12 1 Box 140 40 200 285 1 12 8 Dus 120 60 180 300 1 12 5 Dus 140 40 200 285 1 12 2 Dus 140 70 200 500 1 6 6 Dus 120 60 180 300 1 12 2 Dus 140 40 200 25 6 12 L13

tglretur noretur kdoutlet 25g (besar) R015 18/12/2007 31 Carefour3 WRP ND Choco Cereal 12 dus x 300g R016 18/12/2007 21 Hero6 NSHC Jeruk Valencia 300gx12d R017 18/12/2007 17 Makro5 TS NFDM Fiber Plain queryretur Nama namabarang jumlah Satuan panjangdus lebardus tinggidus beratdus isiperdus isidalambox 8 Dus 130 60 200 300 1 12 3 Dus 120 60 180 300 1 12 1 Box 140 40 200 285 1 12 L14

LAMPIRAN DETIL DATA UJI LAPANGAN msoutlet Kode Nama x y 0 RAMAYANA 106,866666666667 6,31388888888889 CIPUTAT 1 SUPER INDO 106,947777777778 6,18611111111111 CAKUNG 2 RAMAYANA 106,911666666667 6,28333333333333 PONDOK GEDE R-24 3 RAMAYANA 106,825555555556 6,18472222222222 SABANG R-8 4 SOGO PLAZA 106,828888888889 6,19444444444444 INDONESIA THAMRIN 5 SOGO SEIBU 106,828888888889 6,1875 6 MAKRO PASAR 106,866666666667 6,31111111111111 REBO 7 MAKRO BEKASI 106,99 6,25 8 Toko Husein 106,976666666667 6,22916666666667 9 CARREFOUR DC 106,975555555556 6,20138888888889 PONDOK UNGU 10 CARREFOUR 106,947777777778 6,18611111111111 CAKUNG 11 CARREFOUR 106,722222222222 6,47222222222222 CIBINONG 12 CARREFOUR 106,706944444444 6,225 CILEDUG 13 HYPERMART 106,608333333333 6,22777777777778 KARAWACI 14 HYPERMART 106,011666666667 6,26527777777778 SERPONG msoutlet Kode Nama x y 15 HYPERMART 106,636666666667 6,19722222222222 METROPOLIS 16 SAT Cileungsi 106,944444444444 6,44444444444444 17 SAT Serpong 106,646666666667 6,25833333333333 18 SUPER INDO 106,74 6,33611111111111 PAMULANG 19 INDOGROSIR 106,591666666667 6,19027777777778 TANGERANG 20 SUPER INDO 106,755555555556 6,27222222222222 BINTARO 21 SUPER INDO 106,772222222222 6,30833333333333 CIREUNDEU 22 ALFA TENDEAN 106,825 6,24027777777778 23 ALFA MERUYA 106,76 6,19861111111111 24 ALFA SUNTER 106,876666666667 6,13833333333333 25 INDOGROSIR 106,798333333333 6,13888888888889 BANDENGAN 26 INDOGROSIR 106,881666666667 6,21166666666667 CIPINANG 27 SAT Bekasi 107,0125 6,24722222222222 28 SUPER INDO 106,763333333333 6,18972222222222 KEDOYA 29 SUPER INDO 106,796388888889 6,26111111111111 FATMAWATI 30 SUPER INDO 106,764444444444 6,21666666666667 KELAPA DUA 31 SUPER INDO PASAR 106,855555555556 6,30277777777778 L15

msoutlet Kode Nama x y REBO 32 SUPER INDO 106,723611111111 6,16666666666667 KOSAMBI 33 SUPER INDO DAAN 106,779166666667 6,16527777777778 MOGOT 34 SUPER INDO PULO 106,881666666667 6,18611111111111 MAS 35 SUPER INDO 106,813333333333 6,28472222222222 CILANDAK MALL 36 SUPER INDO 106,708333333333 6,13111111111111 TAMAN PALEM 37 SUPER INDO SPORT MALL KELAPA GADING 106,902777777778 6,15 38 SUPER INDO 106,991666666667 6,24777777777778 METROPOLITAN MALL 39 SUPER INDO 106,9075 6,22777777777778 KALIMALANG 40 INDOMARCO 106,569444444444 6,19444444444444 JATAKE 41 MAKRO CIPUTAT 106,758333333333 6,3 42 ALFA PAMULANG 106,7 6,34583333333333 43 Dinar Kebab 106,81 6,30694444444444 44 PT. Exertainment 106,828888888889 6,19444444444444 Indonesia-P.Ind 45 PT. Trans Coffee 106,875 6,17777777777778 46 RS. International 106,723333333333 6,27638888888889 Bintaro 47 PD.Persada Asri 106,777777777778 6,19583333333333 msoutlet Kode Nama x y Mandiri (Melrose) 48 ACAN BEGENG 106,841666666667 6,20555555555556 49 ACAN SURYA 106,841666666667 6,20555555555556 50 AGUNG JAYA 106,843333333333 6,17638888888889 51 BINTANG TIGA 106,832222222222 6,21583333333333 52 CEMERLANG 106,832222222222 6,21583333333333 53 LENNY 106,795833333333 6,16388888888889 54 MAKMUR 106,9125 6,17861111111111 55 SANUSI 106,795833333333 6,16388888888889 56 SEJAHTERA 106,832222222222 6,21583333333333 57 SINAR BARU 106,8125 6,18888888888889 58 TELUK JAYA 106,777777777778 6,15 59 SAHABAT 106,7625 6,1625 60 ALFA MENTENG 106,843333333333 6,19833333333333 61 ALFA PASAR 106,841666666667 6,26666666666667 MINGGU 62 HARI HARI DUTA 106,773333333333 6,13888888888889 HARAPAN INDAH 63 HARI HARI 106,702777777778 6,14833333333333 KALIDERES 64 KEMANGGISAN SM 106,793333333333 6,18888888888889 65 FOODMART ATRIUM 106,841666666667 6,17694444444444 66 HYPERMART GAJAH 106,818611111111 6,16111111111111 MADA 67 HYPERMART 106,888888888889 6,36944444444444 CIBUBUR 68 HYPERMART KTC - 106,893333333333 6,15555555555556 KELAPA GADING L16

msoutlet Kode Nama x y 69 HYPERMART 106,825 6,38888888888889 DEPOK 70 HYPERMART JACC 106,816666666667 6,19444444444444 THAMRIN 71 HYPERMART 106,8 6,22777777777778 GRAND MALL BEKASI 72 HYPERMART 106,801388888889 6,56111111111111 KEDUNG BADAK 73 HYPERMART 106,911666666667 6,28333333333333 PONDOK GEDE 74 HARI HARI ROXY 106,804166666667 6,16666666666667 MAS 75 GRAND LUCKY 106,808333333333 6,22777777777778 76 HYPERMART DAAN 106,74 6,15138888888889 MOGOT 77 HYPERMART MEGA 106,848333333333 6,15416666666667 GLODOK KMY 78 CIRCLE K JAKARTA 106,915277777778 6,22916666666667 79 GELAEL DC 106,868055555556 6,33277777777778 CIRACAS msoutlet Kode Nama x y 80 FARMERS MARKET 106,907777777778 6,15694444444445 MKG 81 RANCH MARKET 99 106,826666666667 6,23055555555556 OAKWOOD 82 PT. NFI - TSI Promo 106,91 6,1875 83 NAGA SWALAYAN 106,868055555556 6,33472222222222 CIRACAS 84 NAGA SWALAYAN JATIWARINGIN 106,908333333333 6,25 85 NAGA SWALAYAN 106,983333333333 6,23055555555556 KRANJI 86 NAGA SWALAYAN 106,911666666667 6,28333333333333 PONDOK GEDE 87 NAGA SWALAYAN PONDOK UNGU 106,975 6,2 88 NAGA SWALAYAN 107,04 6,25555555555556 TAMBUN 89 NAGA SWALAYAN 106,9875 6,26388888888889 PEKAYON 90 Ibu Churiyah 106,8125 6,39444444444444 L17

Data Transaksi Pembelian untuk Data Lapangan querypo nopo tglpo Kode Nama NamaProduk Jumlah Satuan Kubikasi Tonase 784345 12/11/2007 33 SUPER INDO DAAN MOGOT N/A 0 N/A 0,163648532 46 784345 12/11/2007 33 SUPER INDO DAAN MOGOT N/A 0 N/A 0,163648532 46 784419 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,0348 7,8 784419 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,0348 7,8 784408 12/11/2007 74 HARI HARI ROXY MAS N/A 0 N/A 0,5968 118 784408 12/11/2007 74 HARI HARI ROXY MAS N/A 0 N/A 0,5968 118 784361 12/11/2007 72 HYPERMART KEDUNG BADAK N/A 0 N/A 0,086 15 784361 12/11/2007 72 HYPERMART KEDUNG BADAK N/A 0 N/A 0,086 15 784327 12/11/2007 25 INDOGROSIR BANDENGAN N/A 0 N/A 0,0332225 6,7 784327 12/11/2007 25 INDOGROSIR BANDENGAN N/A 0 N/A 0,0332225 6,7 784326 12/11/2007 25 INDOGROSIR BANDENGAN N/A 0 N/A 0,081 18,6025 784326 12/11/2007 25 INDOGROSIR BANDENGAN N/A 0 N/A 0,081 18,6025 784329 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,0635 15 784329 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,0635 15 784331 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,0146 3,042 784331 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,0146 3,042 784332 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,0389 9,58 784332 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,0389 9,58 784333 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,0699 21,09 784333 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,0699 21,09 784384 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 2,2518 517,9325 784384 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 2,2518 517,9325 784385 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 9,82998 2406,218 784385 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 9,82998 2406,218 784445 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,22413 56,164 L18

querypo nopo tglpo Kode Nama NamaProduk Jumlah Satuan Kubikasi Tonase 784445 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,22413 56,164 784369 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,015782844 4,2 784369 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,015782844 4,2 784370 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,4918 115,265 784370 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,4918 115,265 784371 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,0287 7,2 784371 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,0287 7,2 784435 12/11/2007 87 NAGA SWALAYAN PONDOK UNGU N/A 0 N/A 0,554666 138 784435 12/11/2007 87 NAGA SWALAYAN PONDOK UNGU N/A 0 N/A 0,554666 138 784436 12/11/2007 87 NAGA SWALAYAN PONDOK UNGU N/A 0 N/A 0,8838 237,1475 784436 12/11/2007 87 NAGA SWALAYAN PONDOK UNGU N/A 0 N/A 0,8838 237,1475 784437 12/11/2007 87 NAGA SWALAYAN PONDOK UNGU N/A 0 N/A 4,3296 1069,89 784437 12/11/2007 87 NAGA SWALAYAN PONDOK UNGU N/A 0 N/A 4,3296 1069,89 784389 12/11/2007 61 ALFA PASAR MINGGU N/A 0 N/A 0,4696225 113,23 784389 12/11/2007 61 ALFA PASAR MINGGU N/A 0 N/A 0,4696225 113,23 784390 12/11/2007 61 ALFA PASAR MINGGU N/A 0 N/A 0,0348 7,8 784390 12/11/2007 61 ALFA PASAR MINGGU N/A 0 N/A 0,0348 7,8 784323 12/11/2007 61 ALFA PASAR MINGGU N/A 0 N/A 0,0687 15 784323 12/11/2007 61 ALFA PASAR MINGGU N/A 0 N/A 0,0687 15 731790 12/11/2007 9 CARREFOUR DC PONDOK UNGU N/A 0 N/A 3,234608 1183,98 731790 12/11/2007 9 CARREFOUR DC PONDOK UNGU N/A 0 N/A 3,234608 1183,98 784422 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 4,6397 1129,302 784422 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 4,6397 1129,302 784423 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 1,0336 208,29 784423 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 1,0336 208,29 784424 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 0,585588188 149,3 784424 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 0,585588188 149,3 L19

querypo nopo tglpo Kode Nama NamaProduk Jumlah Satuan Kubikasi Tonase 784425 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 0,2457 60,91 784425 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 0,2457 60,91 784310 12/11/2007 17 SAT Serpong N/A 0 N/A 0,5856825 141,26 784310 12/11/2007 17 SAT Serpong N/A 0 N/A 0,5856825 141,26 784315 12/11/2007 19 INDOGROSIR TANGERANG N/A 0 N/A 0,0462 31,8 784315 12/11/2007 19 INDOGROSIR TANGERANG N/A 0 N/A 0,0462 31,8 784316 12/11/2007 19 INDOGROSIR TANGERANG N/A 0 N/A 0,0466 14,06 784316 12/11/2007 19 INDOGROSIR TANGERANG N/A 0 N/A 0,0466 14,06 784357 12/11/2007 40 INDOMARCO JATAKE N/A 0 N/A 0,1195 66,1 784357 12/11/2007 40 INDOMARCO JATAKE N/A 0 N/A 0,1195 66,1 784358 12/11/2007 40 INDOMARCO JATAKE N/A 0 N/A 0,1945 47,9 784358 12/11/2007 40 INDOMARCO JATAKE N/A 0 N/A 0,1945 47,9 784311 12/11/2007 16 SAT Cileungsi N/A 0 N/A 1,991444128 426,966 784311 12/11/2007 16 SAT Cileungsi N/A 0 N/A 1,991444128 426,966 784312 12/11/2007 16 SAT Cileungsi N/A 0 N/A 0,7248 120 784312 12/11/2007 16 SAT Cileungsi N/A 0 N/A 0,7248 120 784335 12/11/2007 27 SAT Bekasi N/A 0 N/A 0,335481 78 784335 12/11/2007 27 SAT Bekasi N/A 0 N/A 0,335481 78 784336 12/11/2007 27 SAT Bekasi N/A 0 N/A 1,357697064 293,06 784336 12/11/2007 27 SAT Bekasi N/A 0 N/A 1,357697064 293,06 784337 12/11/2007 27 SAT Bekasi N/A 0 N/A 1,309206 322,964 784337 12/11/2007 27 SAT Bekasi N/A 0 N/A 1,309206 322,964 784406 12/11/2007 27 SAT Bekasi N/A 0 N/A 0,6264 140,4 784406 12/11/2007 27 SAT Bekasi N/A 0 N/A 0,6264 140,4 784439 12/11/2007 88 NAGA SWALAYAN TAMBUN N/A 0 N/A 0,85092 164,492 784439 12/11/2007 88 NAGA SWALAYAN TAMBUN N/A 0 N/A 0,85092 164,492 784440 12/11/2007 88 NAGA SWALAYAN TAMBUN N/A 0 N/A 0,7109 178,63 L20

querypo nopo tglpo Kode Nama NamaProduk Jumlah Satuan Kubikasi Tonase 784440 12/11/2007 88 NAGA SWALAYAN TAMBUN N/A 0 N/A 0,7109 178,63 784322 12/11/2007 23 ALFA MERUYA N/A 0 N/A 0,274473 64,71 784322 12/11/2007 23 ALFA MERUYA N/A 0 N/A 0,274473 64,71 784338 12/11/2007 28 SUPER INDO KEDOYA N/A 0 N/A 0,292 76,79 784338 12/11/2007 28 SUPER INDO KEDOYA N/A 0 N/A 0,292 76,79 784393 12/11/2007 63 HARI HARI KALIDERES N/A 0 N/A 0,6642 265,02 784393 12/11/2007 63 HARI HARI KALIDERES N/A 0 N/A 0,6642 265,02 784394 12/11/2007 63 HARI HARI KALIDERES N/A 0 N/A 0,254811 56,71 784394 12/11/2007 63 HARI HARI KALIDERES N/A 0 N/A 0,254811 56,71 731794 12/11/2007 12 CARREFOUR CILEDUG N/A 0 N/A 0,0466 14,06 731794 12/11/2007 12 CARREFOUR CILEDUG N/A 0 N/A 0,0466 14,06 784360 12/11/2007 0 RAMAYANA CIPUTAT N/A 0 N/A 1,4 313,32 784360 12/11/2007 0 RAMAYANA CIPUTAT N/A 0 N/A 1,4 313,32 784347 12/11/2007 1 SUPER INDO CAKUNG N/A 0 N/A 1,520565688 370,48 784347 12/11/2007 1 SUPER INDO CAKUNG N/A 0 N/A 1,520565688 370,48 784291 12/11/2007 7 MAKRO BEKASI N/A 0 N/A 0,6606 179,95 784291 12/11/2007 7 MAKRO BEKASI N/A 0 N/A 0,6606 179,95 784427 12/11/2007 84 NAGA SWALAYAN JATIWARINGIN N/A 0 N/A 0,692197064 210,75 784427 12/11/2007 84 NAGA SWALAYAN JATIWARINGIN N/A 0 N/A 0,692197064 210,75 784429 12/11/2007 85 NAGA SWALAYAN KRANJI N/A 0 N/A 0,5026555 107,802 784429 12/11/2007 85 NAGA SWALAYAN KRANJI N/A 0 N/A 0,5026555 107,802 784430 12/11/2007 85 NAGA SWALAYAN KRANJI N/A 0 N/A 3,1908 773,16 784430 12/11/2007 85 NAGA SWALAYAN KRANJI N/A 0 N/A 3,1908 773,16 784432 12/11/2007 86 NAGA SWALAYAN PONDOK GEDE N/A 0 N/A 0,4167885 123,7 784432 12/11/2007 86 NAGA SWALAYAN PONDOK GEDE N/A 0 N/A 0,4167885 123,7 784433 12/11/2007 86 NAGA SWALAYAN PONDOK GEDE N/A 0 N/A 0,262565688 63,94 784433 12/11/2007 86 NAGA SWALAYAN PONDOK GEDE N/A 0 N/A 0,262565688 63,94 L21

querypo nopo tglpo Kode Nama NamaProduk Jumlah Satuan Kubikasi Tonase 784442 12/11/2007 89 NAGA SWALAYAN PEKAYON N/A 0 N/A 0,685783 121,45 784442 12/11/2007 89 NAGA SWALAYAN PEKAYON N/A 0 N/A 0,685783 121,45 784443 12/11/2007 89 NAGA SWALAYAN PEKAYON N/A 0 N/A 2,96952 696,102 784443 12/11/2007 89 NAGA SWALAYAN PEKAYON N/A 0 N/A 2,96952 696,102 784386 12/11/2007 22 ALFA TENDEAN N/A 0 N/A 0,1461 33,28 784386 12/11/2007 22 ALFA TENDEAN N/A 0 N/A 0,1461 33,28 784410 12/11/2007 75 GRAND LUCKY N/A 0 N/A 0,0763 17,2 784410 12/11/2007 75 GRAND LUCKY N/A 0 N/A 0,0763 17,2 784325 12/11/2007 24 ALFA SUNTER N/A 0 N/A 0,4501 139,47 784325 12/11/2007 24 ALFA SUNTER N/A 0 N/A 0,4501 139,47 784402 12/11/2007 70 HYPERMART JACC THAMRIN N/A 0 N/A 0,7008 100,08 784402 12/11/2007 70 HYPERMART JACC THAMRIN N/A 0 N/A 0,7008 100,08 784413 12/11/2007 77 HYPERMART MEGA GLODOK KMY N/A 0 N/A 0,544582844 147,485 784413 12/11/2007 77 HYPERMART MEGA GLODOK KMY N/A 0 N/A 0,544582844 147,485 783991 12/11/2007 0 RAMAYANA CIPUTAT N/A 0 N/A 0,873883 157,18 784189 12/11/2007 1 SUPER INDO CAKUNG N/A 0 N/A 0,0348 7,8 784203 12/11/2007 2 RAMAYANA PONDOK GEDE R-24 N/A 0 N/A 0,0696 15,6 784205 12/11/2007 3 RAMAYANA SABANG R-8 N/A 0 N/A 0,0522 11,7 784243 12/11/2007 4 SOGO PLAZA INDONESIA THAMRIN N/A 0 N/A 0,27571 86,932 784245 12/11/2007 5 SOGO SEIBU N/A 0 N/A 0,25654 46,7 784289 12/11/2007 6 MAKRO PASAR REBO N/A 0 N/A 0,902866 201,285 784290 12/11/2007 7 MAKRO BEKASI N/A 0 N/A 0,0233 8,98 124186 12/11/2007 8 Toko Husein N/A 0 N/A 2,95 700 731789 12/11/2007 9 CARREFOUR DC PONDOK UNGU N/A 0 N/A 6,574990128 1522,2935 731791 12/11/2007 10 CARREFOUR CAKUNG N/A 0 N/A 0,930016 223,116 731792 12/11/2007 11 CARREFOUR CIBINONG N/A 0 N/A 0,9137 226 731793 12/11/2007 12 CARREFOUR CILEDUG N/A 0 N/A 0,0568 22,8 L22

querypo nopo tglpo Kode Nama NamaProduk Jumlah Satuan Kubikasi Tonase 784305 12/11/2007 13 HYPERMART KARAWACI N/A 0 N/A 1,2196 170,16 784306 12/11/2007 14 HYPERMART SERPONG N/A 0 N/A 3,72070594 860,489 784307 12/11/2007 15 HYPERMART METROPOLIS N/A 0 N/A 0,0158 2,5 784308 12/11/2007 16 SAT Cileungsi N/A 0 N/A 4,52155688 922,036 784309 12/11/2007 17 SAT Serpong N/A 0 N/A 1,275485596 292,594 784313 12/11/2007 18 SUPER INDO PAMULANG N/A 0 N/A 0,379565688 86,4 784314 12/11/2007 19 INDOGROSIR TANGERANG N/A 0 N/A 0,1341 23,7 784317 12/11/2007 20 SUPER INDO BINTARO N/A 0 N/A 0,31064 61,144 784318 12/11/2007 21 SUPER INDO CIREUNDEU N/A 0 N/A 0,017 3,89 784320 12/11/2007 22 ALFA TENDEAN N/A 0 N/A 0,062583 14,3025 784321 12/11/2007 23 ALFA MERUYA N/A 0 N/A 0,0979975 20,202 784324 12/11/2007 24 ALFA SUNTER N/A 0 N/A 0,0806 17,8 784328 12/11/2007 25 INDOGROSIR BANDENGAN N/A 0 N/A 0,0389 9,58 784330 12/11/2007 26 INDOGROSIR CIPINANG N/A 0 N/A 0,1208 20 784334 12/11/2007 27 SAT Bekasi N/A 0 N/A 0,546448532 299,6 784339 12/11/2007 28 SUPER INDO KEDOYA N/A 0 N/A 0,018 11,8 784340 12/11/2007 29 SUPER INDO FATMAWATI N/A 0 N/A 0,316282844 68,8125 784342 12/11/2007 30 SUPER INDO KELAPA DUA N/A 0 N/A 0,109682844 29,53 784343 12/11/2007 31 SUPER INDO PASAR REBO N/A 0 N/A 0,179665688 48,52 784344 12/11/2007 32 SUPER INDO KOSAMBI N/A 0 N/A 0,41376 80,016 784346 12/11/2007 33 SUPER INDO DAAN MOGOT N/A 0 N/A 1,1398125 268,44 784348 12/11/2007 34 SUPER INDO PULO MAS N/A 0 N/A 1,906305688 452,099 784349 12/11/2007 35 SUPER INDO CILANDAK MALL N/A 0 N/A 0,6096 97,62 784350 12/11/2007 36 SUPER INDO TAMAN PALEM N/A 0 N/A 0,329583 87,33 784351 12/11/2007 37 SUPER INDO SPORT MALL KELAPA GADING N/A 0 N/A 0,124382844 29,63 784352 12/11/2007 38 SUPER INDO METROPOLITAN MALL N/A 0 N/A 0,893578188 217,29 784353 12/11/2007 39 SUPER INDO KALIMALANG N/A 0 N/A 0,348 78 L23

querypo nopo tglpo Kode Nama NamaProduk Jumlah Satuan Kubikasi Tonase 784356 12/11/2007 40 INDOMARCO JATAKE N/A 0 N/A 1,3448925 280,356 784359 12/11/2007 41 MAKRO CIPUTAT N/A 0 N/A 0,348 78 784362 12/11/2007 42 ALFA PAMULANG N/A 0 N/A 0,2119 50,77 784363 12/11/2007 43 Dinar Kebab N/A 0 N/A 0,1115 37,5 784365 12/11/2007 44 PT. Exertainment Indonesia-P.Ind N/A 0 N/A 0,0445 4,5 784366 12/11/2007 45 PT. Trans Coffee N/A 0 N/A 0,229 40,5 784367 12/11/2007 46 RS. International Bintaro N/A 0 N/A 0,0886 21,8 784368 12/11/2007 47 PD.Persada Asri Mandiri (Melrose) N/A 0 N/A 0,1361 27,88 784372 12/11/2007 48 ACAN BEGENG N/A 0 N/A 0,924 231,98 784373 12/11/2007 49 ACAN SURYA N/A 0 N/A 0,59 140 784374 12/11/2007 50 AGUNG JAYA N/A 0 N/A 0,3177 61,7 784375 12/11/2007 51 BINTANG TIGA N/A 0 N/A 0,2175 42,21 784376 12/11/2007 52 CEMERLANG N/A 0 N/A 0,2856 53,4 784377 12/11/2007 53 LENNY N/A 0 N/A 0,1248 32,7 784378 12/11/2007 54 MAKMUR N/A 0 N/A 0,31 83,3 784379 12/11/2007 55 SANUSI N/A 0 N/A 0,0348 7,8 784380 12/11/2007 56 SEJAHTERA N/A 0 N/A 1,004228532 234,5 784381 12/11/2007 57 SINAR BARU N/A 0 N/A 0,802182844 248,4 784382 12/11/2007 58 TELUK JAYA N/A 0 N/A 0,59 140 784383 12/11/2007 59 SAHABAT N/A 0 N/A 1,0065 222,24 784387 12/11/2007 60 ALFA MENTENG N/A 0 N/A 0,2866 71 784388 12/11/2007 61 ALFA PASAR MINGGU N/A 0 N/A 0,1151 31,46 784391 12/11/2007 62 HARI HARI DUTA HARAPAN INDAH N/A 0 N/A 0,058182844 22,2 784392 12/11/2007 63 HARI HARI KALIDERES N/A 0 N/A 0,147 35 784395 12/11/2007 64 KEMANGGISAN SM N/A 0 N/A 3,310982844 801,298 784396 12/11/2007 65 FOODMART ATRIUM N/A 0 N/A 0,3140225 75,7525 784397 12/11/2007 66 HYPERMART GAJAH MADA N/A 0 N/A 2,1419 364,36 L24

querypo nopo tglpo Kode Nama NamaProduk Jumlah Satuan Kubikasi Tonase 784398 12/11/2007 67 HYPERMART CIBUBUR N/A 0 N/A 1,048 141,8 784399 12/11/2007 68 HYPERMART KTC - KELAPA GADING N/A 0 N/A 0,7764 108,44 784400 12/11/2007 69 HYPERMART DEPOK N/A 0 N/A 0,330910688 75,16 784401 12/11/2007 70 HYPERMART JACC THAMRIN N/A 0 N/A 0,815575688 226,692 784403 12/11/2007 71 HYPERMART GRAND MALL BEKASI N/A 0 N/A 0,8073 219,71 784404 12/11/2007 72 HYPERMART KEDUNG BADAK N/A 0 N/A 0,131 21,74 784405 12/11/2007 73 HYPERMART PONDOK GEDE N/A 0 N/A 0,043 7,5 784407 12/11/2007 74 HARI HARI ROXY MAS N/A 0 N/A 0,1218 27,3 784409 12/11/2007 75 GRAND LUCKY N/A 0 N/A 0,41732 91,844 784411 12/11/2007 76 HYPERMART DAAN MOGOT N/A 0 N/A 0,1487 32,49 784412 12/11/2007 77 HYPERMART MEGA GLODOK KMY N/A 0 N/A 0,9104 128,44 784414 12/11/2007 78 CIRCLE K JAKARTA N/A 0 N/A 0,490265688 255,72 784415 12/11/2007 79 GELAEL DC CIRACAS N/A 0 N/A 0,1167 45 784416 12/11/2007 80 FARMERS MARKET MKG N/A 0 N/A 0,225 53,85 784417 12/11/2007 81 RANCH MARKET 99 OAKWOOD N/A 0 N/A 0,009 7,4 784420 12/11/2007 82 PT. NFI - TSI Promo N/A 0 N/A 0,1502 27 784421 12/11/2007 83 NAGA SWALAYAN CIRACAS N/A 0 N/A 0,1103 26,53 784426 12/11/2007 84 NAGA SWALAYAN JATIWARINGIN N/A 0 N/A 0,1609 39,6 784428 12/11/2007 85 NAGA SWALAYAN KRANJI N/A 0 N/A 0,995394128 221,66 784431 12/11/2007 86 NAGA SWALAYAN PONDOK GEDE N/A 0 N/A 1,683382844 376,97 784434 12/11/2007 87 NAGA SWALAYAN PONDOK UNGU N/A 0 N/A 0,625997064 124,12 784438 12/11/2007 88 NAGA SWALAYAN TAMBUN N/A 0 N/A 0,355985564 85,01 784441 12/11/2007 89 NAGA SWALAYAN PEKAYON N/A 0 N/A 0,4486225 132,87 784444 12/11/2007 90 Ibu Churiyah N/A 0 N/A 0,229 40,5 L25

Data Transaksi Retur untuk Data Lapangan queryretur noretur tglretur kodeoutlet Nama jenisbarang jumlah satuan kubikasi tonase R001 12/10/2007 18 SUPER INDO PAMULANG N/A 0 N/A 0,0056 0,451263 R002 12/10/2007 24 ALFA SUNTER N/A 0 N/A 0,01344 0,61234 R003 12/10/2007 67 HYPERMART CIBUBUR N/A 0 N/A 0,010368 0,1324 R002 12/10/2007 24 ALFA SUNTER N/A 0 N/A 0,0056 0,234 R004 12/10/2007 14 HYPERMART SERPONG N/A 0 N/A 0,00392 0,01234 R005 12/10/2007 34 SUPER INDO PULO MAS N/A 0 N/A 0,007776 0,432 R005 12/10/2007 34 SUPER INDO PULO MAS N/A 0 N/A 0,00224 0,645 R006 12/10/2007 23 ALFA MERUYA N/A 0 N/A 0,01248 0,3245 R006 12/10/2007 23 ALFA MERUYA N/A 0 N/A 0,003888 0,0123 R007 12/10/2007 65 FOODMART ATRIUM N/A 0 N/A 0,01344 0,2413 R008 12/10/2007 15 HYPERMART METROPOLIS N/A 0 N/A 0,0056 0,2543 R009 12/10/2007 71 HYPERMART GRAND MALL BEKASI N/A 0 N/A 0,01344 0,97645 R010 12/10/2007 0 RAMAYANA CIPUTAT N/A 0 N/A 0,010368 0,9123 R011 12/10/2007 17 SAT Serpong N/A 0 N/A 0,0056 0,2342 R012 12/10/2007 6 MAKRO PASAR REBO N/A 0 N/A 0,00392 0,123 R013 12/10/2007 23 ALFA MERUYA N/A 0 N/A 0,007776 0,854 R014 12/10/2007 15 HYPERMART METROPOLIS N/A 0 N/A 0,00224 0,345 R015 12/10/2007 28 SUPER INDO KEDOYA N/A 0 N/A 0,01248 0,87534 R016 12/10/2007 1 SUPER INDO CAKUNG N/A 0 N/A 0,003888 0,436 R017 12/10/2007 46 RS. International Bintaro N/A 0 N/A 0,01344 0,923 L26

LAMPIRAN HASIL UJI DENGAN DATA SET MODEL A Detil Hasil Pengujian Untuk memperoleh rute terbaik, maka pada aplikasi dimasukkan parameter uji sebagai berikut. Jumlah outlet = 32 Jumlah kendaraan = 17 Kecepatan = 30 Jumlah populasi = 80 Mutasi = 0,025 Threshold = 3050000 Kendaraan Rute Nama Outlet Sisa Solar Waktu (menit) Kubikasi (m 3 ) Tonase (kg) Biaya per Kendaraan (Rp) engkel delapan 1 Pabrik 40 0 0,24079 55,935 260554,83925083 2 Ramayana3 32,072419264506 109,27580735494 0,16183 35,835 3 Superindo4 29,7939311734698 192,060688265302 0,16295 36,155 4 Hero7 28,028170675423 239,71829324577 0,14336 36,045 5 Superindo5 27,4105197378397 275,894802621603 0,02912 7,185 6 Makro6 26,883439494755 311,16560505245 0,00224000000002 0,345000000002 7 Pabrik 14,2895722672487 467,104277327513 0,00224000000002 0,345000000002 engkel dua 1 Pabrik 40 0 0,239016 51,03 283981,043169883 2 Ramayana5 26,7316737465456 162,683262534544 0,144936 27,03 3 Hero9 24,1349153417773 218,650846582227 0,12528 26,91 4 Superindo6 23,290363049004 257,09636950996 0 3,5527136785E-15 5 Carefour3 22,8260295100639 291,739704899361 0,01248 0,875340000004 6 Pabrik 8,84161786746916 461,583821325308 0,01248 0,875340000004 engkel duabelas 1 Pabrik 40 0 0,208368 31,08 245567,465300911 2 Hero2 33,7386009318192 122,613990681808 0,147128 24,543 3 Superindo2 29,828589418459 221,71410581541 0,110608 19,5 4 Hero1 28,7722102532426 292,277897467574 0,046416 2,25126300000001 5 Hero5 27,5890409544061 334,109590455939 0,019536 1,65126300000001 6 Pabrik 17,7750080695555 462,249919304445 0,019536 1,65126300000001 L27

engkel empat 1 Pabrik 40 0 0,455568 88,732 240886,411164128 2 Hero3 37,4956038652002 85,0439613479977 0,372336 65,10845 3 Hero4 34,4380619324788 175,619380675212 0,285954 48,15125 4 Makro4 33,5291436288076 214,708563711924 0,173856 24,10125 5 Tip Top2 33,0648106228059 249,351893771941 0,179456 24,35555 6 Makro9 29,944678913965 310,55321086035 0,112256 7,25555 7 Hero6 28,4385349457592 385,614650542408 0,039296 2,00355 8 Makro5 26,6727750580639 433,272249419361 0,052736 2,92655 9 Pabrik 18,8636253106678 541,363746893322 0,052736 2,92655 engkel empat belas 1 Pabrik 40 0 0,13122 8,872 214929,448399422 2 Makro1 37,3118452748824 86,8815472511756 0,114708 2,1644 3 Tip Top1 36,0265869471962 159,734130528038 0,065588 2,1106 4 Makro2 34,4074926974532 235,925073025468 0,034526 1,3289 5 Ramayana2 31,3419913637473 326,580086362527 0,034112 2,1329 6 Pabrik 24,9001282792041 450,998717207959 0,034112 2,1329 trans25 1 Pabrik 0 0,01456 3,495 415000 2 Makro3 267,932296673701 0,01344 0,2413 3 Pabrik 535,864593347402 0,01344 0,2413 trans26 1 Pabrik 0 0,1966 30,958 485000 2 Superindo3 142,876617730689 0,17512 30,673 3 Superindo1 229,391775065322 0,19304 31,49434 4 Carefour1 348,027155845102 0,01904 0,846339999998 5 Pabrik 428,448113235013 0,01904 0,846399999998 trans27 1 Pabrik 0 0,18799 26,939 485000 2 Hero8 175,889249780067 0,10687 20,195 3 Ramayana6 230,461868556647 0,00587999998 1,5 4 Makro8 281,803408199318 0 0 5 Pabrik 470,359841167858 0 0 trans28 1 Pabrik 0 0,00588 1,5 415000 2 Ramayana1 277,479617432157 0,00392 0,01234 3 Pabrik 554,959234864315 0,00392 0,01234 L28

LAMPIRAN HASIL UJI DENGAN DATA LAPANGAN Data penugasan kendaraan PT Nutrifood Indonesia tanggal 11 Desember 2007 Tanggal Pengiriman Petugas Ekspedisi Keterangan Ekspedisi No. S.O. Nama Outlet 11 Des 07 1 Tolona - Dado Internal 784377 Lenny B 9204BI 784381 Sinar Baru 784368 PD Persada Asri Mandiri 784395 Kemanggisan SM 784391 Hari-Hari DHI 784382 Teluk Jaya 784346 Lion Daan Mogot 784345 Lion Daan Mogot 784379 Sanusi 784407 Hari-Hari Roxy Mas 784420 PT NFI TS Promo 784419 PT NFI TS Promo 784408 Hari-Hari Roxy Mas 2 Ramli - Agus P Internal 784404 Hypermart Kedung Badak B 9584JA 784361 Hypermart Kedung Badak 731792 Carefour Cibinong 3 Nurdaim - Andre Internal 784328 Indogrosir Bandengan B 9585JA 784327 Indogrosir Bandengan 784326 Indogrosir Bandengan 4 Lili - Mulyono Internal 784330 Indogrosir Cipinang B 9597JA 784332 Indogrosir Cipinang L29

784329 Indogrosir Cipinang 784331 Indogrosir Cipinang 784333 Indogrosir Cipinang 784348 Lion Pulo Mas 784414 Circle K Jakarta 784364 Waroeng & Canteen 784385 Kop Karyawan NFI Rawabali 784384 Kop Karyawan NFI Rawabali 784371 PT NFI TS Promo 784370 PT NFI TS Promo 784369 PT NFI TS Promo 784445 PT NFI TS Promo 5 Dadang-Iqbal Internal 784363 PT Catur Elang Prakasa B 9606JA 784367 RS International Bintaro 784362 Alpa Pamulang 784318 Lion Cirendeu 6 Sunarto-Narto Internal 784434 Naga Pondok Ungu B 9625OI 784437 Naga Pondok Ungu 784436 Naga Pondok Ungu 784435 Naga Pondok Ungu 7 Muhtar -Husen Internal 784373 Acan Surya B 9623OI 784372 Acan Begeng 784388 Alpa Pasar Minggu 784390 Alpa Pasar Minggu 784323 Alpa Pasar Minggu 784389 Alpa Pasar Minggu L30

1 AJP Manto B9251PL eksternal 731789 Carefour DC Pondok Ungu 731790 Carefour DC Pondok Ungu 2 Rukma B9968VI Linc eksternal 784289 Makro Pasar Rebo 784343 Lion Pasar Rebo 784400 Hypermart Depok 784415 Gelael DC Ciracas 784421 Naga Ciracas 784422 Naga Ciracas 784423 Naga Ciracas 784424 Naga Ciracas 784425 Naga Ciracas 784444 Ibu Churiah 3 Ipung B9518JI Bona3 eksternal 784305 Hypermart Karawaci 784306 Hypermart Serpong 784307 Hypermart Metropolis 784309 SAT Serpong 784310 SAT Serpong 4 Andi B9527JT Bona3 eksternal 784314 Indogrosir Tangerang 784315 Indogrosir Tangerang 784316 Indogrosir Tangerang 784356 Indomarco Jatake 784357 Indomarco Jatake 784358 Indomarco Jatake 5 ABA Tarna B9945ON eksternal 784308 SAT Cilengsi 784312 SAT Cilengsi 2 L31

784311 SAT Cilengsi 2 784398 Hypermart Cibubur 6 Odih B9597FM Bona3 eksternal 784334 SAT Bekasi 784335 SAT Bekasi 784336 SAT Bekasi 784406 SAT Bekasi 784438 Naga Tambun 784439 Naga Tambun 784440 Naga Tambun 7 Solichin F9298A eksternal 784321 Alpa Meruya 784322 Alpa Meruya 784339 Lion Kedoya 784338 Lion Kedoya 784342 Lion Klp Dua 784344 Lion Kosambi 784350 Lion Taman Palem 784383 Sahabat 784392 Hari-Hari X Deres 784394 Hari-Hari X Deres 784411 Hypermart Daan Mogot 784418 PT NFI-TSI PROMO 8 Karim B9081OI Bona3 eksternal 731793 Carefour Ciledug 731794 Carefour Ciledug 783991 Ramayana Ciputat 784313 Lion Pamulang 784317 Lion Bintaro L32

784349 Lion Cilandak Mall 784359 Makro Ciputat 784360 Ramayana Ciputat 9 Juhari B9154G BUS eksternal 731791 Carefour Cakung 784189 Lion Cakung 784347 Lion Cakung 784352 Lion Met Mall 784353 Lion X Malang 784403 Hypermart Grand Mall Bekasi 124186 Toko Husen 10 Lili BUS B9144JZ eksternal 784203 R24 Pondok Gede 784290 Makro Bekasi 784291 Makro Bekasi 784405 Hypermart Pondok Gede 784426 Naga Jatiwaringin 784427 Naga Jatiwaringin 784428 Naga Kranji 784429 Naga Kranji 784430 Naga Kranji 784431 Naga Pondok Gede 784432 Naga Pondok Gede 784433 Naga Pondok Gede 784441 Naga Pekayon 784442 Naga Pekayon 784443 Naga Pekayon 11 Januar B9860QJ Bona3 eksternal 784320 Alpa Tendean 784340 Lion Fatmawati L33

784386 Alpa Tendean 784409 Grand Lucky 784410 Grand Lucky 784417 Ranc Market Oakwood 12 Milo B9970AP Linc eksternal 784324 Alpa Sunter 784325 Alpa Sunter 784351 Lion Sport Mall Klp Gading 784399 Hypermart Klp Gading 784416 Farmers Klp Gading 13 Lasidi D8620SG BUS eksternal 784205 R08 Sabang 784243 Sogo Tamrin 784245 Sogo Seibu 784365 Exertainment Indonesia 784375 Bintang Tiga 784376 Cemerlang 784380 Sejahtera 784397 Hypermart Gajah Mada 784401 Hypermart JACC Tamrin 784402 Hypermart JACC Tamrin 14 ABA Yono B9980RC eksternal 784366 PT Trans Coffe 784374 Agung Jaya 784378 Makmur 784387 Alpa Menteng 784396 Matahari Atrium 784412 Hypermart Merga M Glodok 784413 Hypermart Merga M Glodok L34

Detil Hasil Pengujian Data Lapangan Untuk memperoleh rute terbaik, maka pada aplikasi dimasukkan parameter uji sebagai berikut. Jumlah outlet = 91 Jumlah kendaraan = 11 Kecepatan = 30 Jumlah populasi = 100 Mutasi = 0,025 Threshold = 8600000 Kendaraan Rute Nama Outlet Sisa Solar Waktu (menit) Kubikasi (m 3 ) Tonase (kg) Biaya per Kendaraan (Rp) engkel 1 Pabrik 20 0 6,222080376 1337,035 393837,239367291 delapan 2 SUPER INDO 12,68913874447 103,10861255526 5,842514688 1250,635 PAMULANG 4 3 SUPER INDO 11,74462060581 142,553793941821 5,825514688 1246,745 CIREUNDEU 79 4 MAKRO CIPUTAT 11,38496600119 176,150339988048 5,477514688 1168,745 52 5 SUPER INDO CILANDAK MALL 10,11772772497 96 218,822722750204 4,867914688 1071,125 6 Dinar Kebab 9,618876873632 22 7 SUPER INDO PASAR 8,603332041368 REBO 56 8 MAKRO PASAR 8,294913073356 REBO 21 9 RAMAYANA 8,233240290458 CIPUTAT 26 10 Pabrik 0,773897821560 208 253,811231263678 4,756414688 1033,625 293,966679586314 4,576749 985,105 327,050869266438 3,673883 783,82 357,667597095417 0 0 462,261021784398 0 0 L35

trans25 1 Pabrik 0 3,463770688 830,7605 625000 2 RS. International 116,861624207589 3,375170688 808,9605 Bintaro 3 SUPER INDO 154,073803250489 3,064530688 747,8165 BINTARO 4 SUPER INDO 196,56393657995 2,954847844 718,2865 KELAPA DUA 5 HYPERMART 234,834790584882 2,147547844 498,5765 GRAND MALL BEKASI 6 GRAND LUCKY 266,684338924726 1,577627844 372,3325 7 SUPER INDO 304,545317541218 1,261345 303,52 FATMAWATI 8 ALFA PASAR MINGGU 344,672958432817 0 5,6843418860808E -14 9 Pabrik 459,558561877097 0 5,6843418860808E -14 trans26 1 Pabrik 0 21,541511816 5088,498 590000 2 NAGA SWALAYAN 121,352149096951 13,782283316 3320,524 PEKAYON 3 MAKRO BEKASI 154,484818855284 12,437783316 2951,644 4 SUPER INDO 185,102012929408 11,544205128 2734,354 METROPOLITAN MALL 5 NAGA SWALAYAN 219,349987076894 3,1619 750,77 KRANJI 6 Toko Husein 250,860421654607 0,21190000000000 50,77 1 7 ALFA PAMULANG 347,519128612242 8,88178419700125 0 E-16 8 Pabrik 451,90399202022 8,88178419700125 0 E-16 trans27 1 Pabrik 0 29,702548256 8132,0445 555000 2 NAGA SWALAYAN 133,927474830014 17,540419192 5117,8495 PONDOK UNGU 3 CARREFOUR DC 164,259703124948 4,496213064 1227,596 L36

PONDOKUNGU 4 CARREFOUR 201,297716287724 3,566197064 1004,48 CAKUNG 5 SUPER INDO 231,297716287724 0,49026568799999 255,72 CAKUNG 7 6 CIRCLE K JAKARTA 273,273599625425 0 2,8421709430404E -14 7 Pabrik 397,869523497729 0 2,8421709430404E -14 trans28 1 Pabrik 0 3,548737408 845,565 625000 2 SUPER INDO 138,313417917251 2,081627844 485,125 DAANMOGOT 3 SAHABAT 172,065244517562 1,075127844 262,885 4 TELUK JAYA 206,448127784761 0,485127844 122,885 5 HARI HARI DUTA HARAPAN INDAH 239,105127719626 0,426945 100,685 6 INDOGROSIR 274,655466464743 0,1596 40,5 BANDENGAN 7 SANUSI 310,233222457072 0,1248 32,7 8 LENNY 340,233222457072 3,05311331771918 E-16 4,2632564145606E -14 9 Pabrik 478,434897968595 3,05311331771918 E-16 4,2632564145606E -14 trans29 1 Pabrik 0 32,000171036 7712,809 625000 2 PT. NFI - TSI 133,546843318619 6,095985348 1456,25 Promo 3 NAGA SWALAYAN 177,426800488068 4,55069122 995,150000000001 JATIWARINGIN 4 SUPER INDO 212,363547018357 4,20269122 917,150000000001 KALIMALANG 5 HYPERMART 254,731455405105 4,15969122 909,650000000001 PONDOK GEDE 6 NAGA SWALAYAN 284,731455405105 1,1176 157,400000000001 PONDOK GEDE 7 RAMAYANA 314,731455405105 1,048 141,800000000001 L37

PONDOK GEDE R-24 8 HYPERMART CIBUBUR 364,505795668714 0 7,67386154620908 E-13 9 Pabrik 457,418817904255 0 7,67386154620908 E-13 trans30 1 Pabrik 0 5,494951532 1290,5265 660000 2 ALFA TENDEAN 120,827969429572 5,140168532 1209,664 3 HYPERMART JACC 161,169654435757 2,922992844 782,812 THAMRIN 4 SINARBARU 192,711198789574 2,12081 534,412 5 PT. Exertainment 226,552694264097 2,07631 529,912 Indonesia-P.Ind 6 SOGO PLAZA 256,552694264097 1,8006 442,98 INDONESIA THAMRIN 7 ALFA MENTENG 289,873100766776 1,514 371,98 8 ACAN SURYA 321,51839009945 0,924 231,98 9 ACANBEGENG 351,51839009945 0 0 10 Pabrik 479,970699625352 0 0 trans31 1 Pabrik 0 4,1260085 1193,298 590000 2 ALFA MERUYA 131,661635546369 3,479065 1043,676 3 SUPER INDO 163,769276296254 2,877065 878,296 KEDOYA 4 HYPERMART DAAN 203,73233184485 2,728365 845,806 MOGOT 5 SUPER INDO 242,079289149501 2,398782 758,476 TAMAN PALEM 6 HARI HARI 276,097091452976 0,41376 80,0160000000001 KALIDERES 7 SUPER INDO KOSAMBI 312,258265836892 0 7,105427357601E- 14 8 Pabrik 452,554446171667 0 7,105427357601E- 14 trans32 1 Pabrik 0 4,14623422 947,533 625000 2 INDOGROSIR 127,48173094907 3,65163422 830,109 L38

CIPINANG 3 SUPER INDO PULO 163,155076514866 1,745328532 378,01 MAS 4 PT. Trans Coffee 195,524407959427 1,516328532 337,51 5 CEMERLANG 238,235092675492 1,230728532 284,11 6 SEJAHTERA 268,235092675493 0,2265 49,6100000000001 7 BINTANG TIGA 298,235092675493 0,00900000000000 7,40000000000007 015 8 RANCH MARKET 99 OAKWOOD 331,728307913195 1,47451495458029 E-16 6,92779167366098 E-14 9 Pabrik 454,697794907779 1,47451495458029 E-16 6,92779167366098 E-14 trans33 1 Pabrik 0 25,079729288 6022,496 590000 2 SAT Bekasi 126,847025220143 17,275712628 4054,048 3 NAGA SWALAYAN 163,22700759728 13,796087064 3282,794 TAMBUN 4 GELAEL DC 235,071454634481 13,679387064 3237,794 CIRACAS 5 NAGA SWALAYAN 265,503037085348 0,55991068799999 115,66 CIRACAS 7 6 Ibu Churiyah 313,611183962779 0,33091068799999 75,1599999999999 7 7 HYPERMART 346,647302721593 0 0 DEPOK 8 Pabrik 434,531648754031 0 0 trans34 1 Pabrik 0 7,527145344 1590,9905 625000 2 PD.Persada Asri 131,634778853892 7,391045344 1563,1105 Mandiri (Melrose) 3 KEMANGGISAN SM 165,416744179016 4,0800625 761,8125 4 HARI HARI ROXY 200,905176302686 2,7646625 498,5125 MAS 5 HYPERMART GAJAH 234,340436797628 0,62276250000000 134,1525 MADA 1 6 FOODMART 270,549600138575 0,30874000000000 58,4000000000002 L39

ATRIUM 1 7 RAMAYANA 304,521711375438 0,25654000000000 46,7000000000002 SABANG R-8 1 8 SOGO SEIBU 335,485068339513 7,7715611723761E -16 1,98951966012828 E-13 9 Pabrik 467,990762770898 7,7715611723761E -16 1,98951966012828 E-13 trans35 1 Pabrik 0 4,733848532 1057,07 625000 2 AGUNG JAYA 134,927212725729 4,416148532 995,37 3 HYPERMART MEGA 169,984078437252 2,416582844 571,96 GLODOK KMY 4 ALFA SUNTER 207,188545030616 1,435782844 275,22 5 HYPERMART KTC - 242,509638602116 0,65938284399999 166,78 KELAPA GADING 9 6 SUPER INDO SPORT 274,942303256472 0,53499999999999 137,15 MALL KELAPA GADING 9 7 FARMERS MARKET 306,84159300011 0,30999999999999 83,2999999999998 MKG 9 8 MAKMUR 341,764599808876 0 0 9 Pabrik 477,344382466729 0 0 trans36 1 Pabrik 0 6,124843096 1422,47 590000 2 CARREFOUR 128,836077113476 5,974843096 1371,55 CILEDUG 3 HYPERMART 180,737858916132 4,755243096 1201,39 KARAWACI 4 INDOMARCO 222,108311474976 2,782350596 693,034 JATAKE 5 INDOGROSIR 257,128112317266 2,462650596 577,614 TANGERANG 6 HYPERMART 297,235973594019 2,446850596 575,114 METROPOLIS 7 SAT Serpong 340,983123136423 0 0 8 Pabrik 468,0155625811 0 0 trans37 1 Pabrik 0 14,891451076 3154,197 520000 2 SAT Cileungsi 80,7334882171888 4,93740594 1138,229 L40

3 CARREFOUR 160,450554675416 4,02370594 912,229 CIBINONG 4 HYPERMART 216,8761240632 3,72070594 860,489 KEDUNG BADAK 5 HYPERMART 434,09265975809 4,44089209850063 0 SERPONG E-16 6 Pabrik 667,285599051778 4,44089209850063 E-16 0 L41