sph3_final.txt

基于GPS的多目标优化及动态多目标优化源代码 里面 包含MOP, DMOP的程序

0.8791031	1.1721781	0.9644079	
0.5459571	0.8932297	0.6382317	
0.9821356	1.3015306	1.0367819	
1.2272798	1.6656784	1.2748142	
1.2231175	1.6463820	1.2487026	
1.1801367	1.5867366	1.1878737	
0.5807994	0.9299297	0.5806782	
1.1720808	1.5701512	1.1634456	
1.1207386	1.4887936	0.9497297	
0.3081169	0.7395777	1.5102987	
0.3608864	0.7773449	1.5234174	
1.3486016	1.8683689	2.4481280	
1.5379492	2.3925114	2.7286580	
0.4339148	0.8202395	0.8205269	
0.4422462	0.8165477	0.8111523	
0.4492610	0.8204939	0.8089210	
0.4854624	0.8388619	0.7805648	
0.4907502	0.8415788	0.7827736	
0.6081286	0.9241750	0.8472466	
0.5634743	0.8991044	0.7805824	
0.6214247	0.9326076	0.8059996	
0.9097598	1.2044913	1.0418761	
0.6415823	0.9590874	0.7881680	
0.6834676	0.9814831	0.8116195	
0.8148849	1.0952675	0.9196779	
0.8784264	1.1660585	0.9587268	
0.8924130	1.1746035	0.9665541	
1.0273461	1.3394537	1.0748826	
1.0199769	1.3243115	1.0594710	
1.2352519	1.6615360	1.2664229	
1.2249159	1.6438963	1.2443281	
0.5839469	0.9182120	0.5811764	
1.1937585	1.5864661	1.1776923	
1.1860510	1.5701857	1.1580291	
1.1921060	1.5647268	1.1481708	
1.1519974	1.5139499	1.0493245	
0.9756463	1.2687209	0.8341740	
0.3150174	0.7306007	1.5174539	
0.3213075	0.7260858	1.5186787	
0.3457186	0.7425796	1.5068524	
0.5579411	0.8728911	1.6502517	
0.3286169	0.7407566	1.3027012	
1.6686505	2.8182147	3.0334518	
0.4578215	0.8203303	0.8206865	
0.4516062	0.8089449	0.8036133	
0.4544291	0.8100051	0.7998126	
0.4805781	0.8305209	0.8026859	
0.5007657	0.8400078	0.7799014	
0.5239858	0.8528347	0.7913553	
1.0306009	1.3233173	1.2195841	
1.4051931	1.9537333	1.6964165	
1.4100150	1.9627231	1.6891451	
0.9190057	1.1946802	1.0516752	
1.3515378	1.8443176	1.5251225	
0.6506661	0.9539567	0.7819594	
0.6586925	0.9495850	0.7766477	
0.8192018	1.0863190	0.9093653	
0.8789454	1.1535543	0.9462689	
0.8835975	1.1612535	0.9371138	
1.3857856	1.9139113	1.4402984	
1.0384998	1.3358101	1.0704999	
0.8985417	1.1746057	0.9088809	
0.5855390	0.9061041	0.5854179	
1.2482353	1.6330953	1.2215887	
1.1973661	1.5675291	1.1499969	
1.2028841	1.5663435	1.1461607	
0.9861731	1.2632210	0.8037308	
1.1779037	1.5229236	0.8938716	
1.0028690	1.2956462	0.2029273	
1.1028891	1.4258422	0.1535164	
0.3181473	0.7227859	1.5204655	
0.3210742	0.7183942	1.5197353	
0.4672354	0.7992306	1.5978692	
1.3092164	1.7270372	2.3991418	
0.4538971	0.8033838	0.8038862	
0.4605798	0.8046505	0.7944308	
0.4643212	0.7985352	0.7929756	
0.4917916	0.8258058	0.7750584	
0.5111924	0.8275753	0.7688197	
1.0352418	1.3159207	1.2258389	
1.4935340	2.1078823	1.8693722	
1.4101845	1.9480761	1.6756744	
1.4089615	1.9351715	1.6463288	
0.9310164	1.1951571	1.0639837	
1.4062897	1.9111575	1.5922194	
1.4074440	1.9099587	1.5877069	
0.6782125	0.9589802	0.7774614	
0.8262067	1.0786833	0.9002227	
0.8857028	1.1457478	0.9389618	
0.8850422	1.1396310	0.9296226	
0.8788023	1.1304101	0.9117524	
1.0170820	1.2959056	1.0311291	
0.5878339	0.8935993	0.5881839	
0.6048551	0.8967220	0.5876699	
1.2502848	1.6300520	1.2164924	
1.2509267	1.6251444	1.2093008	
1.2144938	1.5726464	1.1504450	
1.2182453	1.5680861	1.1426932	
1.2262301	1.5708172	1.1433585	
1.1915139	1.5365340	0.9074819	
0.9527361	1.2154636	0.2352912	
0.3266376	0.7101611	1.5183878	
0.3318293	0.7030139	1.4891840	
0.5670967	0.8639917	1.6464957	
0.3405643	0.7079339	1.4027662	
1.5075544	2.0936086	2.5222778	
1.7802393	3.0858700	3.2730463	
0.4642040	0.7951580	0.7954552	
0.4714504	0.7979104	0.7862328	
0.4770226	0.7924075	0.7824181	
0.5027384	0.8144442	0.7858899	
0.5174870	0.8205651	0.7603591	
0.5606217	0.8553657	0.7879469	
1.4816442	2.0728731	1.7540640	
0.5945028	0.8799176	0.7587250	
1.4236790	1.9336379	1.6220522	
1.4224274	1.9200070	1.5907687	
1.4358772	1.9324054	1.6017768	
0.6747060	0.9405812	0.7657686	
0.6790664	0.9366246	0.7611828	
0.8298508	1.0683156	0.8883389	
0.8590896	1.0967400	0.9073454	
0.8789867	1.1178681	0.9105873	
1.4134183	1.9056331	1.4258350	
0.5931560	0.8841179	0.5881781	
1.2440367	1.5977216	1.2361747	
1.2844679	1.6622953	1.2473005	
1.2717857	1.6386073	1.2195117	
1.2480350	1.6044464	1.1814686	
0.9500445	1.1955298	0.8860326	
1.2344621	1.5711207	1.1462169	
1.2411799	1.5763143	1.1452107	
1.2482277	1.5892615	1.1348575	
1.2141359	1.5326446	0.7696661	
0.3337136	0.6997892	1.5167513	
0.4010684	0.7264081	1.5349125	
0.3364822	0.6992464	1.4647292	
0.5529597	0.8372799	1.6405905	
0.3423083	0.7009976	1.4161001	
0.7799320	1.0117526	1.1673104	
1.5934467	2.2496223	2.6648045	
1.7973716	2.9866676	3.1770861	
0.4743654	0.7871506	0.7874510	
0.4805279	0.7908887	0.7791671	
0.4886773	0.7851745	0.7734032	
0.5066575	0.8063138	0.7784606	
0.5123668	0.8078137	0.7563688	
0.5214473	0.8062764	0.7535415	
0.5730292	0.8465874	0.7792027	
1.5394156	2.1255908	1.8688084	
1.4859824	2.0205128	1.7275037	
0.6026022	0.8733923	0.7516735	
0.6297570	0.8843650	0.7615033	
1.4398650	1.9271652	1.5834358	
1.4324048	1.9093288	1.5510501	
0.6845823	0.9355582	0.7596226	
0.6917691	0.9345396	0.7579885	
0.7501345	0.9844159	0.8025187	
0.6321524	0.8977442	0.6723318	
0.9009318	1.1273470	0.9200631	
0.5935417	0.8705996	0.5934206	
0.7390205	0.9856031	0.7307727	
1.2950151	1.6396366	1.2568579	
1.3177933	1.6898036	1.2726488	
1.2819111	1.6259595	1.2136250	
1.2675010	1.5958706	1.1856464	
1.2585152	1.5848377	1.1730726	
1.2496628	1.5827403	1.1535883	
0.9598892	1.1989321	0.7519882	
1.5227343	2.1143954	0.1904207	
0.3418003	0.6881976	1.5149986	
0.3432361	0.6862161	1.5147700	
0.3490053	0.6783977	1.4901168	
0.3472141	0.6840289	1.4619905	
0.5833986	0.8420778	1.6485597	
0.7458789	0.9708812	1.1251633	
0.7529286	0.9747136	1.0520335	
1.8386725	2.9385462	3.2783914	
0.4847082	0.7791990	0.7795027	
0.4916424	0.7775644	0.7718072	
0.4937624	0.7796661	0.7691768	
0.5121213	0.7890072	0.7650318	
0.5248976	0.8026886	0.7503937	
0.5334784	0.8083649	0.7495460	
0.5451412	0.8067939	0.7440208	
0.9583481	1.1804957	1.0867528	
0.7409561	0.9622701	0.8794869	
0.6342691	0.8817002	0.7585002	
0.6354590	0.8809885	0.7576991	
0.7563215	0.9776354	0.8425900	
0.6839222	0.9214107	0.7680827	
0.7223478	0.9554998	0.7794802	
0.7270805	0.9501180	0.7730995	
0.7570559	0.9759322	0.7940364	
0.9058293	1.1227554	0.9244873	
0.5964789	0.8587414	0.5963577	
1.4350915	1.8770770	1.4249142	
0.8099154	1.0312294	0.7871132	
1.3492953	1.7171974	1.2985039	
0.8567433	1.0668007	0.7995533	
0.8274252	1.0487388	0.7535470	
1.2913690	1.6239777	1.1920830	
1.2864373	1.6097033	1.1743213	
1.2684857	1.5833561	1.1444274	
0.8449308	1.0662448	0.7124083	
0.9100098	1.1313236	0.6440110	
1.1145595	1.3675222	0.1515692	
1.1282960	1.3765444	0.1459762	
0.3535218	0.6778976	1.5100882	
0.3529801	0.6739702	1.4988371	
0.3844771	0.6878081	1.4977626	
0.3601261	0.6664610	1.4574260	
0.5887297	0.8358486	1.6482860	
0.6593705	0.8806330	1.0924330	
0.7000685	0.9213846	1.0960101	
0.6951674	0.9164809	1.0632695	
1.8974004	3.0235584	3.3369451	
0.5029756	0.7764933	0.7768496	
0.5030733	0.7740993	0.7622700	
0.5090033	0.7686436	0.7580203	
0.7146320	0.9359459	0.9114408	
0.5284022	0.7946666	0.7422462	
0.5416457	0.7916305	0.7385268	
0.6024551	0.8423274	0.7738591	
1.3328235	1.6521107	1.5148246	
1.5380598	2.0483625	1.7391530	
0.6748278	0.8977721	0.7926917	
0.6414276	0.8703851	0.7436596	
0.6903487	0.9095630	0.7708735	
1.3458580	1.6639320	1.4100504	
0.6701456	0.8913879	0.7157088	
0.7361332	0.9438545	0.7653237	
0.7647275	0.9686984	0.7868025	
0.6008238	0.8462191	0.5980533	
0.9325940	1.1348045	0.9215874	
0.6185118	0.8521237	0.5778963	
0.8169722	1.0270406	0.7742672	
1.0745349	1.2869978	1.0221125	
1.3739419	1.7132989	1.2840971	
0.8681946	1.0764589	0.7818308	
0.8751243	1.0797814	0.7695224	
1.3093197	1.6256708	1.1876709	
0.8916978	1.0916721	0.7441261	
0.8974226	1.0953268	0.7357744	
1.1691474	1.4035940	0.1301933	
0.3586671	0.6647555	1.5117111	
0.3618332	0.6606424	1.4994855	
0.3906732	0.6784741	1.5025818	
0.3720507	0.6653197	1.3930115	
1.4681677	1.8355719	2.4305830	
0.5059437	0.7634747	0.7637849	
0.5134256	0.7617885	0.7558774	
0.5187145	0.7618269	0.7510766	
0.5319206	0.7741850	0.7493488	
1.6378112	2.1863537	2.0174401	
0.5635066	0.8020377	0.7386497	
1.5578625	2.0399735	1.8001702	
1.4728925	1.8508843	1.6784741	
0.6861021	0.8931348	0.7892607	
0.6559286	0.8717544	0.7470640	
0.6951984	0.9027135	0.7715936	
0.8346993	1.0229089	0.8739091	
0.7161819	0.9240702	0.7448943	
0.7284307	0.9255546	0.7457100	
0.6027239	0.8352003	0.6026027	
0.9354616	1.1289400	0.9216783	
0.7837242	0.9760337	0.7514488	
1.4304990	1.7997837	1.3805357	
1.3789424	1.6951848	1.3024403	
1.0835824	1.2821078	1.0172309	
1.2906166	1.5640965	1.1938883	
1.3529929	1.6687611	1.2324200	
1.3546177	1.6599666	1.2178490	
1.3549087	1.6600127	1.2178038	
0.8357513	1.0301952	0.6796018	
0.8537397	1.0478976	0.6943339	
0.9303663	1.1175562	0.6891684	
0.9368149	1.1240048	0.6956170	
0.9738569	1.1696929	0.7038904	
1.0150850	1.2021291	0.5058259	
1.2925258	1.5654862	0.7022432	
0.3714771	0.6477814	1.4964992	
0.4125399	0.6745970	1.5295382	
0.3696961	0.6540617	1.4524113	
0.5164590	0.7559757	0.7562892	
0.5222545	0.7592234	0.7482280	
0.5262656	0.7560102	0.7450005	
0.5457487	0.7657623	0.7405023	
1.6652402	2.2147212	2.0193555	
0.5744372	0.7909713	0.7229122	
0.5810550	0.7907259	0.7265807	
1.5369662	1.9317811	1.7267621	
0.7726145	0.9502238	0.8570572	
0.6426361	0.8504154	0.7255891	
0.6494942	0.8468807	0.7215655	
0.7050735	0.9033872	0.7515520	
0.9088408	1.0806116	0.9415537	
0.7324910	0.9267500	0.7465937	
0.6060786	0.8233690	0.6059574	
0.7559632	0.9358868	0.7477132	
0.9491438	1.1290199	0.9216095	
0.9549662	1.1275563	0.9200847	
1.4090308	1.7245528	1.3298014	
1.4091830	1.7248968	1.3127730	
1.3038647	1.5633080	1.2041448	
1.3107088	1.5564773	1.2080619	
1.3778671	1.6732606	1.2383971	
1.3691148	1.6645082	1.2296449	
0.8338773	1.0057667	0.5880716	
0.9961277	1.1712412	0.7369531	
0.8963649	1.0723265	0.6053761	
0.8540466	1.0263487	0.5105058	
0.9150471	1.0904208	0.5364403	
1.3874956	1.6866398	0.8677104	
1.3302821	1.6050665	0.7394380	
1.3249745	1.5895283	0.6906332	
1.6034688	2.0498309	0.0497870	
0.3762349	0.6413345	1.5087848	
0.4003611	0.6580276	1.4999233	
0.4404529	0.6786192	1.5294855	
1.8120453	2.4724293	2.8770258	
2.0136521	3.0548010	3.2808292	
0.5320917	0.7519945	0.7523507	
0.5299167	0.7472042	0.7465305	
0.5370519	0.7498008	0.7390010	
0.5555037	0.7606262	0.7344036	
1.6925853	2.2144270	2.0300939	
0.5717049	0.7709186	0.7161514	
0.5922089	0.7896296	0.7215770	
0.7030133	0.8792771	0.7904651	
0.7079468	0.8787969	0.7782850	
0.6628884	0.8475839	0.7214508	
0.6653209	0.8464325	0.7086450	
0.6649025	0.8477530	0.7055547	
0.7078182	0.8801086	0.7189510	
0.6095372	0.8116904	0.6094160	
0.7403030	0.9160972	0.7193039	
0.7415511	0.9086081	0.7134548	
0.9559116	1.1230863	0.9156519	
0.9643615	1.1234300	0.9160644	
1.4725111	1.8020416	1.3707315	
1.1406322	1.3163126	1.0517797	
0.7743070	0.9464309	0.6538783	
1.4231827	1.7227724	1.2852567	
0.7635310	0.9358330	0.6159117	
0.7633175	0.9356188	0.5899570	
0.7861945	0.9584935	0.5991471	
0.9725234	1.1309494	0.5514973	
1.1160753	1.2965226	0.4429916	
1.1223096	1.2982715	0.4355203	
1.3425652	1.5971820	0.6676247	
1.3745998	1.6265844	0.6930060	
1.2363821	1.4486980	0.1068321	
0.3853556	0.6295525	1.5074538	
0.3905737	0.6229399	1.5032828	
0.4887818	0.6956750	1.5548909	
0.3921510	0.6251813	1.4474194	
0.6510887	0.8177972	1.6480787	
0.6800779	0.8483178	1.6895183	
0.6264646	0.7986806	0.9495993	
0.6273580	0.7996778	0.9176577	
0.5140246	0.7137365	0.8082858	
0.6312698	0.8035702	0.8772919	
0.6464495	0.8186012	0.8819487	
1.9629511	2.6850345	3.0146644	
0.5380495	0.7410444	0.7415931	
0.5387763	0.7406581	0.7409783	
0.5484955	0.7417329	0.7304435	
0.5704324	0.7582217	0.7303172	
0.5760744	0.7699435	0.7150059	
0.5794680	0.7627717	0.7078012	
0.6050742	0.7787026	0.7135468	
0.6741046	0.8464069	0.7491503	
0.7123283	0.8796824	0.7726023	
0.6664250	0.8364307	0.7097092	
0.6672714	0.8345361	0.7078146	
0.6131631	0.7999594	0.6130419	
0.7107640	0.8788440	0.6874391	
0.7645116	0.9231154	0.7412208	
0.7961050	0.9524347	0.7531055	
0.7180804	0.8785233	0.6497669	
1.0321796	1.1847887	0.9667218	
0.7381873	0.8959411	0.6440585	
0.7511403	0.9058529	0.6336694	
0.7550768	0.9084150	0.6185413	
0.7595265	0.9117267	0.6120614	
0.7679883	0.9179620	0.5991415	
1.4212308	1.6754874	1.2376417	
1.5880919	1.9571189	1.3379892	
0.8512198	1.0034922	0.5848924	
0.8598381	1.0099769	0.5500135	
0.8676636	1.0163687	0.5403838	
0.8978364	1.0410976	0.5051966	
0.9897816	1.1442680	0.5399185	
1.0560547	1.2159357	0.5592836	
1.0283130	1.1729281	0.5061674	
1.1611918	1.3371538	0.4744025	
1.3336220	1.5467371	0.6406958	
1.1794447	1.3499705	0.4055861	
1.3751005	1.6155152	0.6449003	
1.6370350	2.0335851	0.0400449	
1.6428341	2.0392940	0.0392948	
0.3949921	0.6173710	1.5061816	
0.4273814	0.6366959	1.5027499	
0.6033164	0.7754831	1.0472811	
0.5740554	0.7463568	0.9902638	
0.5816944	0.7539963	0.9727065	
0.5925199	0.7648214	0.9577095	
2.0669775	2.9327760	3.2224264	
0.5489445	0.7339379	0.7342612