The Selection of the Best Control Rule for a Multiple-Load AGV System Using Simulation and Fuzzy MADM in a Flexible Manufacturing System

Table 8

Strategies ranking by TOPSIS method.

criteria	ST	MFTP	MTP	MQL	MQW	AGVI	AGVTF	AGVTE	AGVL	AGVUL	d$-$	d+	Ci	Rank
Strategy	W
	0.1578532	0.1435426	0.1072162	0.1498898	0.1578532	0.0867246	0.0449883	0.0285556	0.0616683	0.0616683
T1P3D2L1	0.0541859	0.0261970	0.0086580	0.0260697	0.0309032	0.0099439	0.0106453	0.0069712	0.0137559	0.0013808	0.09133	0.06635	0.57920	1
T1P3D4L1	0.0521081	0.0247152	0.0065509	0.0274986	0.0302821	0.0171617	0.0096456	0.0062598	0.0140356	0.0014375	0.09193	0.06797	0.57490	2
T1P3D3L1	0.0567332	0.0261271	0.0102239	0.0295877	0.0329276	0.0183738	0.0092438	0.0062597	0.0140201	0.0014343	0.08905	0.06597	0.57445	3
T1P1D3L1	0.0274522	0.0461581	0.0452709	0.0079969	0.0106646	0.0000322	0.0121808	0.0081210	0.0123391	0.0011110	0.08544	0.06382	0.57243	4
T1P3D5L1	0.0509329	0.0252559	0.0056258	0.0277923	0.0310464	0.0193947	0.0093843	0.0060178	0.0141300	0.0014569	0.09164	0.06869	0.57155	5
T1P1D4L1	0.0274283	0.0456657	0.0464343	0.0077306	0.0105317	0.0000440	0.0122148	0.0080974	0.0123663	0.0011159	0.08553	0.06422	0.57115	6
T1P1D1L1	0.0262226	0.0447995	0.0446378	0.0080985	0.0108013	0.0000390	0.0120672	0.0081635	0.0123686	0.0123689	0.08456	0.06458	0.56699	7
T1P3D1L1	0.0545710	0.0267268	0.0076548	0.0315514	0.0322890	0.0189043	0.0090454	0.0062465	0.0141108	0.0014530	0.08916	0.06756	0.56889	8
T1P1D5L1	0.0272450	0.0467499	0.0481378	0.0078443	0.0106907	0.0000401	0.0122485	0.0080841	0.0123613	0.0011150	0.08486	0.06438	0.56861	9
T1P1D2L1	0.0275240	0.0479121	0.0510451	0.0076689	0.0105474	0.0000457	0.0121808	0.0081004	0.0123244	0.0011085	0.08440	0.06489	0.56535	10
T1P2D3L1	0.0603917	0.0241618	0.0016605	0.0373364	0.0406918	0.0267003	0.0084077	0.0053758	0.0140233	0.0014350	0.09298	0.07856	0.54205	11
T1P2D1L1	0.0592338	0.0242785	0.0015901	0.0375025	0.0407089	0.0264766	0.0082913	0.0054609	0.0140261	0.0014356	0.09247	0.07827	0.54160	12
T1P2D5L1	0.0604466	0.0249782	0.0022653	0.0386064	0.0422225	0.0233089	0.0096636	0.0053283	0.0140263	0.0014356	0.09147	0.07815	0.53928	13
T1P2D4L1	0.0611693	0.0249527	0.0022293	0.0388450	0.0426171	0.0235651	0.0097692	0.0052435	0.0140215	0.0014346	0.09169	0.07864	0.53833	14
T1P2D2L1	0.0591401	0.0254197	0.0020238	0.0395679	0.0431590	0.0217664	0.0102064	0.0053198	0.0140197	0.0014343	0.09053	0.07834	0.53610	15
T1P4D3L1	0.0594557	0.0258224	0.0026433	0.0460138	0.0457134	0.0251513	0.0083781	0.0055954	0.0141400	0.0014590	0.08844	0.08142	0.52066	16
T1P4D5L1	0.0591401	0.0266790	0.0027407	0.0458854	0.0458513	0.0251347	0.0085779	0.0055174	0.0141099	0.0014528	0.08794	0.08110	0.52023	17
T1P4D2L1	0.0595142	0.0260695	0.0031986	0.0471999	0.0466569	0.0231613	0.0089934	0.0056245	0.0141247	0.0014558	0.08753	0.08156	0.51767	18
T1P4D4L1	0.0594793	0.0273704	0.0033950	0.0469817	0.0465234	0.0240327	0.0088654	0.0055540	0.0141099	0.0014528	0.08699	0.08109	0.51754	19
T1P4D1L1	0.0403248	0.0263675	0.0024356	0.0453342	0.0456076	0.0264717	0.0089656	0.0036139	0.0141030	0.0014514	0.08376	0.08131	0.50743	20
A+	0.0611693	0.0241618	0.0015901	0.0076689	0.0105317	0.0000322	0.0122485	0.0036139	0.0123244	0.0011085
A $-$	0.0262226	0.0479121	0.0510451	0.0471999	0.0466569	0.0267003	0.0082913	0.0081635	0.0141400	0.0123689