gaussian applied data.txt

这是一个关于粒子群聚类的源代码

-0.882694167	-0.148028221	1.020043783	-0.800189355	-0.51396114	-0.655443273	-0.582933808	0.787674708	0.189568254	-2.149918146	-0.860034106	-0.91852371	1.086605153	1.835114745	0.583363544	-1.581952347	-0.408053893	-0.733866727	1.410967343	-1.260589215	1.474491	-1.955058906	0.164978928	-0.911031748	0
-0.675756837	0.022175755	0.232685125	-0.793328354	1.147873263	0.175888317	-0.502154762	1.362218427	-1.380676622	-1.168402832	0.57595571	0.058009846	1.104340299	-1.289413376	0.949339665	0.303130037	-0.161005573	0.26651378	0.472748525	-0.818108674	0.508103994	-1.927337507	-1.459247869	0.723982794	0
0.774780347	-1.225357664	0.482734777	-1.216658347	1.07672804	-0.238305802	0.813853376	0.754739631	-1.403109309	0.713926056	-0.299039584	-0.51634288	-1.364578566	0.557101885	0.268473741	-1.337575668	-0.893990091	0.294915026	0.412688905	1.187941052	1.60077434	1.131109002	-0.658135377	0.777790774	0
-1.403686838	2.424612831	-0.458289833	1.143175723	-5.299953045	1.304479156	-5.354377208	0.863155947	0.290482376	-2.066208253	0.780207756	0.931102022	0.498763484	0.800480393	1.586481631	-1.069247446	-0.001168701	-1.109547156	-0.617283149	-0.292202458	1.586013241	0.312148813	-1.082146355	-0.984509825	1
-1.741232154	-1.179387255	-1.234948286	-1.629423423	-1.331545718	1.178705133	2.049873729	1.566295396	-0.621944309	-0.482388032	0.050918061	-1.151872766	0.704799277	0.198882617	0.953511972	-2.124143066	-0.024851943	-0.383346332	0.660694468	0.551769972	0.492527761	-0.926154371	-0.45645038	0.094215693	0
0.043623913	0.187560545	-0.554666713	2.39817382	-0.524537427	-1.71191914	2.343549568	-0.221887149	-0.010674057	1.232660907	-0.891845957	-0.665404514	1.290172804	1.201424311	0.927602741	0.8057782	2.050019248	-2.207652869	-1.203889042	1.356611392	-0.416767989	1.145876922	0.052093583	0.598111001	0
-1.087896635	0.409361292	1.277614956	-0.499180715	-0.874717898	0.477828053	2.109845809	1.923062882	1.145817805	-0.245152023	0.633655191	0.79368192	0.153904693	-0.40762643	0.760030616	-1.544931365	-1.439198059	-0.673674094	-2.360866347	0.650386482	-1.128125859	-0.408795131	0.157109525	0.662078037	0
-2.990127541	1.324456207	-1.754606274	0.65153472	0.743038981	1.086364136	-0.149448169	-0.406998879	0.530908437	-1.308376341	1.131331828	0.572163117	1.423381946	1.419066393	0.715911028	-0.233770834	-1.484918357	0.597224243	0.469879069	-1.048497325	1.339969913	-1.495141078	0.076211109	-2.079004844	0
0.560162334	1.087080364	2.601773303	0.43822979	-0.547711352	-0.246028549	-0.23626626	0.150172355	-0.901691237	-0.132100695	0.361227421	0.907557478	-0.708735115	0.959187219	-1.33586127	1.494859134	0.089582954	-0.745626494	1.138578227	0.322077085	-1.112803147	-0.287325292	-0.62117806	0.789152637	0
1.957250788	-1.150197022	-1.046105353	-0.461375294	-0.952150003	0.819513843	0.417742285	-1.675898602	1.898888513	-0.07526296	-1.227299435	-1.288592557	-0.733755314	-0.668192115	-1.00992338	1.280225206	0.924335382	-0.123975497	-0.797158464	1.520297701	0.059037575	1.2086889	0.243728664	-0.601447709	0
-0.031221816	-0.242135911	-0.804304818	0.291194056	0.500231181	1.087767032	-0.035344101	-0.638216306	0.522829851	0.119139258	-0.2635079	-1.230853286	0.142474619	-1.657899702	-0.889278908	-2.103115548	-0.487190164	0.813442966	0.313270903	-0.442619239	0.052089035	0.533319735	-0.532396598	-0.631982857	0
1.549974513	1.085697932	0.510699465	-0.458703653	2.895667421	-2.492502063	0.199102033	-2.425581442	2.198830771	-0.650171614	1.922426236	-0.426177849	-1.082648851	-1.491212061	0.199579517	0.017506636	-0.523966719	2.478045644	-0.413317593	-0.595041456	1.292023626	-1.743005669	0.240859208	-0.365076858	1
0.202069259	2.504107215	-1.03043476	3.153900252	-0.239801921	-3.109653335	-0.47272124	-1.699700078	0.280306267	0.644674856	2.17926754	-0.593001914	0.252787231	0.485733835	0.162931428	-0.621295158	-0.229462103	0.007993322	-1.872695066	-0.543095666	2.239394234	0.873646968	1.148237061	-0.490192633	1
-1.919788701	0.42037982	-1.581488505	-1.194657671	-0.513791747	-2.064725777	1.066655386	-0.908360107	-1.846665327	-0.287355988	-1.031855845	1.110788617	0.779828042	0.601025931	-1.126888947	1.33244157	2.34824256	0.224043788	-0.742616066	0.899760835	1.487142072	0.217874003	0.355079237	-0.750656	1
0.120485311	0.510713107	-0.338459358	1.798157427	-2.064607543	1.962075658	0.360032573	-1.511157279	-1.022601737	-0.64327196	1.319558578	-1.87027581	1.551638888	-0.592756351	-0.231665354	-1.294547474	-1.281969162	0.235675088	0.282393557	0.256688963	-0.030551064	-1.882663128	0.233006858	-0.149126436	1
-0.722775439	-0.675457841	-0.150532742	-1.060641353	0.31880063	1.51353106	-1.101536782	-0.521411039	0.848867785	1.16638148	0.525226369	0.614104465	0.626005203	-0.808026925	-1.421722118	1.091648301	1.182906999	-0.915931651	0.082453653	-0.254830184	2.201813913	-0.529070121	0.217659135	0.905909019	0
2.449601197	1.084642918	1.803850864	0.414845545	0.537093001	-0.659294983	-1.957068889	2.844099072	-0.667437234	0.054950533	1.290354703	-0.858772182	0.239062956	0.036094434	-1.276914645	-0.443768613	-0.146992534	1.066855475	0.319581659	1.01063506	-0.852867288	0.352039251	-1.789794624	-1.48836989	1
0.471434305	1.489975148	0.774002729	3.944260243	0.436432401	3.243239917	-1.871367203	-2.36807864	-0.336176527	1.761136446	-1.111195616	0.778620688	-0.716631803	0.963948423	0.999443728	0.635791366	0.338135351	0.55273631	1.552339199	-1.288567546	-0.602519776	-0.226516477	0.678991228	2.320721251	1
2.488027349	2.041115295	-0.475154138	0.324578195	1.555754352	-2.754386514	-0.502648163	-1.114101451	0.490351795	0.316094884	1.072210125	-0.078906623	1.139098913	0.502586772	-2.635279088	-0.023746907	0.45979732	0.498887403	-0.777588411	-0.947929948	-0.466131951	-0.155905582	-0.428935891	-0.593395271	1
0.434358753	4.11639121	2.522788236	2.77998879	-1.141115717	2.034671525	2.519618647	-2.436927389	-1.713110578	1.359921953	-0.013114914	-0.44316721	0.190168521	-0.440215899	-1.492003321	0.144116257	-0.226360726	-0.40345185	0.994300535	-0.057320904	-0.671902853	0.106775815	-0.617335445	-0.789357273	1
-0.649724825	-0.273082605	1.413261543	-0.202608135	-0.566003564	-1.87884325	-1.040673396	0.455092959	-0.03966079	-0.364432253	1.028022325	0.578990011	0.213935891	0.168951146	0.072303692	0.683694452	0.246045602	-1.377293302	-0.684062798	0.476309197	0.43963837	-0.512159204	-0.132115474	0.209633981	0
-0.470058694	-1.226608219	-1.119160515	0.03556579	-0.610491497	-2.924944056	-0.418824584	-1.759231054	-1.42357294	-0.735863068	1.64965968	-2.309207048	-3.781169653	2.015085556	0.41666226	-0.962852482	-0.585262114	-1.319199328	2.086926543	-1.755579433	1.471771611	-0.189055527	-0.308573362	0.334035803	1
0.901354724	-0.122640813	0.549762262	-1.123198672	1.331818567	-2.48521701	-2.36892447	-1.546836756	-0.210806093	1.02635795	1.134224021	0.476933337	1.052221705	1.384296411	0.675963747	0.152092525	-0.463014658	-0.244472176	-0.455563622	0.449463187	-0.936149718	1.537009666	1.181415428	-0.596696736	1
-1.359517228	0.138886662	-1.129046723	-0.167927965	1.021860498	-0.151851509	-1.825574145	0.541031113	0.5917218	0.29146122	0.515858574	0.466839083	-0.066953589	0.203981472	-0.237125732	-0.567256393	1.031428383	0.181869382	-0.327752332	-0.836826075	0.304574996	1.007188075	-1.397957021	-0.428221938	0
-0.761131105	2.289652912	-0.601278316	-0.995614755	3.169070624	3.786135494	0.997517873	1.493267519	-1.482862899	-0.237131417	-0.637955964	1.110815901	0.977745458	0.214106421	-0.789473233	1.374105523	-0.448869741	-0.383751058	-0.604944717	-0.016807462	1.097216682	1.122079993	0.009922587	0.22480549	1
1.602766133	0.054524207	0.050349627	-0.847010142	1.095349944	2.517390385	-2.163801582	1.02906597	-0.121800667	0.445800197	-0.867955805	0.875938895	-2.837841748	0.038567123	0.771947271	1.166042694	-1.915786925	-0.798828523	-0.925817858	-0.914810698	-0.201434887	0.823010851	-0.149258312	-1.415232873	1
-0.316492788	-1.367752702	0.910354174	-0.02092861	0.577153969	-0.006153869	0.254855195	0.077714049	0.072316197	0.836594154	-0.98448254	0.070161832	-0.302544549	-0.927743713	-0.611084943	-0.009428049	0.742311386	0.517864009	0.127021167	-1.670341589	2.025635695	-1.858184078	-0.600728072	-0.613914608	0
-0.160530362	-0.147153969	-0.720970093	0.532606919	1.146922841	0.368240762	0.072100192	1.739754225	-1.573112058	-0.460720457	-0.043260115	-0.616907982	0.25405825	0.015652404	-1.839762263	-0.42502279	-0.595146048	0.147005039	0.281112307	0.756082272	-0.11999191	0.537197593	-0.091640686	-0.982663551	0
-0.294570555	-1.577882358	1.376679393	-0.687460897	-1.006355888	-0.506731794	-1.165490175	-0.015609203	-1.760499799	0.902457487	1.924872777	1.008315849	0.63132461	-0.494476353	-0.046782134	-0.043339696	1.721382432	1.469215931	-1.910548235	0.016353852	0.785223619	-0.537791038	1.646862984	-0.862830802	0
-0.544791874	0.061668288	0.01080025	2.269403012	0.851043751	3.045770427	1.129064913	-0.087545686	0.237705535	-0.394663857	0.345596618	-0.571694727	-1.531166163	0.260256456	-2.582237357	-0.221950813	-0.865961738	-0.943050509	0.132454261	-1.016489932	0.007720473	1.75484729	1.17810032	0.823133632	1
-1.442631401	-0.026985845	2.493288775	-1.548887667	-0.279164851	2.062161002	0.701134013	-0.345057742	-1.065600372	0.205784545	-0.463790002	0.448451374	0.2254842	0.617729938	-0.040020041	1.687162694	0.118550361	-1.254034032	0.197479721	-0.15135015	1.966946002	0.434251888	-1.165813046	1.035209607	0
-0.516847649	-0.70202077	-1.857092684	-1.483726919	-3.215600373	3.312743502	1.156558938	-1.48666004	-0.903332875	-0.959830686	0.645775344	-0.031577656	-2.44108378	-1.186890586	0.026258249	0.199158876	1.215080374	0.279857204	-1.652920218	-1.063074251	-0.847030606	0.185773388	-0.228988029	-0.483134954	1
3.756231308	1.593230081	3.052537068	2.14409738	-2.430479071	0.066295343	0.311911208	-1.182665983	0.614786586	1.601238182	-0.326426743	-1.161674845	-1.358039299	1.060316208	-1.438597792	-1.370317477	1.19125616	-0.391800086	-2.042879714	1.066550794	1.629773578	0.516304226	-0.81530743	0.153288511	1
0.545564944	-0.682873633	0.017062121	-2.217379915	-2.757124093	-0.911620646	1.682392394	2.032638804	-0.081132612	-0.91360107	0.101324531	-1.969483492	-0.456777798	-0.291440756	0.849892103	0.44936769	0.975305738	0.392387847	0.087986791	3.078312147	2.289434633	1.379130481	1.7302591	0.742663815	1
0.481275038	-2.111937647	0.155839643	0.957288648	-0.269305929	-0.898523922	0.604549086	0.354666554	0.683432972	0.793253321	-0.429481588	-0.441057182	-1.432817953	-0.982647634	1.743246685	-1.827456799	-0.48100901	-0.442285	0.550828645	0.063030257	0.012141754	-0.582922439	0.937195637	-1.137163963	0
-1.351847914	4.427856766	-0.288353021	1.522785169	-3.183731678	-0.965203526	1.502289706	2.416486495	-0.358456873	0.760285275	0.870156782	0.067670953	0.380248366	-0.269981228	0.339575763	-1.770526978	0.120219283	0.249586947	0.094790948	0.122388428	-1.762546162	-1.183509539	-1.463113222	0.145087142	1
-0.737136361	-1.054520453	-0.437244125	0.351747076	1.749804142	0.316383648	1.490529939	1.854386937	0.86962018	-1.380099093	3.114691935	-0.961697424	-1.126763891	-0.973072929	-0.79176516	-0.388517947	1.529674591	-2.259730536	-0.618823606	-0.258048658	0.775073659	1.718135536	-1.933422027	-0.323385621	0
0.330619514	-0.195332177	0.836735126	-1.108098786	-3.002687663	0.596551217	-1.301636985	2.828383003	-1.595731192	-1.55574071	-0.404322691	0.504604714	1.837161108	-0.823508799	0.232646471	-1.482198968	-0.613019893	-0.819520665	0.647914931	-0.556060513	-0.485323426	-0.555342012	0.59497097	-0.558029569	1
-0.208401616	-1.543826329	-0.290508524	-0.517309218	0.741572421	0.004620233	0.89608875	-0.47837375	-0.178802111	1.1688212	0.085201464	-1.125520157	0.678785455	-0.39236852	1.739845175	-1.225193955	2.193719411	-0.095129735	0.135077016	-0.412026111	1.444891495	-1.553576112	1.146458999	0.525085397	0
0.517054559	-0.243621798	0.687264219	-3.666227713	-1.9568688	-1.927078301	0.458962859	5.081383279	0.116656338	0.630144541	0.054201337	1.856169547	0.656307293	1.13107717	-0.878576429	-0.284504722	1.160751708	-0.030615865	0.765580808	-0.478371476	0.110574092	-1.526982487	0.509919573	-0.590787295	1
-1.506832632	0.46387413	-1.660578164	0.097163593	0.839429504	2.120505087	-0.160414402	1.244620762	-0.207929816	1.139057986	0.278977268	0.624779659	-0.656830252	1.276334842	-1.351722858	0.632802539	-1.61610842	-1.446483111	-0.957286375	-1.826419975	-1.427797542	-0.704915237	-0.035440735	1.201892701	0
0.277595973	0.060053935	1.084463293	-0.492849495	-1.140015229	1.04704668	-0.743294777	0.836134859	-1.392481863	-0.154059308	-0.041040948	1.724010872	-0.6242783	0.77777031	0.749723768	0.487963234	-0.463314791	-0.398838438	0.047372168	-0.683114649	0.314578301	-0.823329174	-1.343123586	-0.441475549	0
0.090599315	-2.222718649	-0.328795977	-