Derivative-free optimization comparison table

This page is part of the Comparison of derivative-free optimization algorithms by Luis Miguel Rios and Nikolaos V. Sahinidis

Complete list of test problems and model statistics

	problem	smoothness	convexity	variables	type	solution	collection
1	3pk	smooth	nonconvex	30	3	1.7201000E+00	princetonlib
2	aircrftb	smooth	nonconvex	5	2	0.0000000E+00	princetonlib
3	allinit	smooth	nonconvex	3	2	1.6705968E+01	princetonlib
4	allinitu	smooth	nonconvex	4	2	5.7443849E+00	princetonlib
5	arglina	smooth	nonconvex	100	4	1.0000000E+02	princetonlib
6	arglinb	smooth	nonconvex	10	3	4.6341463E+00	princetonlib
7	arglinc	smooth	nonconvex	8	2	6.1351351E+00	princetonlib
8	beale	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
9	biggs3	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
10	biggs5	smooth	nonconvex	5	2	0.0000000E+00	princetonlib
11	biggs6	smooth	nonconvex	6	2	0.0000000E+00	princetonlib
12	box2	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
13	box3	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
14	bqp1var	smooth	nonconvex	1	1	0.0000000E+00	princetonlib
15	branin	smooth	nonconvex	2	1	3.9788736E-01	princetonlib
16	brownal	smooth	nonconvex	10	3	0.0000000E+00	princetonlib
17	brownbs	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
18	brownden	smooth	nonconvex	4	2	8.5822200E+04	princetonlib
19	camel1	smooth	nonconvex	2	1	-1.0316285E+00	princetonlib
20	camel6	smooth	nonconvex	2	1	-1.0316285E+00	princetonlib
21	chebyqad	smooth	nonconvex	50	4	5.3863548E-03	princetonlib
22	chi	smooth	nonconvex	2	1	-4.3315860E+01	princetonlib
23	chnrosnb	smooth	nonconvex	50	4	0.0000000E+00	princetonlib
24	cliff	smooth	nonconvex	2	1	1.9978661E-01	princetonlib
25	convex1_10_1	nonsmooth	convex	10	3	0.0000000E+00	Richtarik
26	convex1_10_2	nonsmooth	convex	10	3	0.0000000E+00	Richtarik
27	convex1_10_3	nonsmooth	convex	10	3	0.0000000E+00	Richtarik
28	convex1_10_4	nonsmooth	convex	10	3	0.0000000E+00	Richtarik
29	convex1_10_5	nonsmooth	convex	10	3	0.0000000E+00	Richtarik
30	convex1_100_1	nonsmooth	convex	100	4	0.0000000E+00	Richtarik
31	convex1_100_2	nonsmooth	convex	100	4	0.0000000E+00	Richtarik
32	convex1_100_3	nonsmooth	convex	100	4	0.0000000E+00	Richtarik
33	convex1_100_4	nonsmooth	convex	100	4	0.0000000E+00	Richtarik
34	convex1_100_5	nonsmooth	convex	100	4	0.0000000E+00	Richtarik
35	convex1_15_1	nonsmooth	convex	15	3	0.0000000E+00	Richtarik
36	convex1_15_2	nonsmooth	convex	15	3	0.0000000E+00	Richtarik
37	convex1_15_3	nonsmooth	convex	15	3	0.0000000E+00	Richtarik
38	convex1_15_4	nonsmooth	convex	15	3	0.0000000E+00	Richtarik
39	convex1_15_5	nonsmooth	convex	15	3	0.0000000E+00	Richtarik
40	convex1_20_1	nonsmooth	convex	20	3	0.0000000E+00	Richtarik
41	convex1_20_2	nonsmooth	convex	20	3	0.0000000E+00	Richtarik
42	convex1_20_3	nonsmooth	convex	20	3	0.0000000E+00	Richtarik
43	convex1_20_4	nonsmooth	convex	20	3	0.0000000E+00	Richtarik
44	convex1_20_5	nonsmooth	convex	20	3	0.0000000E+00	Richtarik
45	convex1_200_1	nonsmooth	convex	200	4	0.0000000E+00	Richtarik
46	convex1_200_2	nonsmooth	convex	200	4	0.0000000E+00	Richtarik
47	convex1_200_3	nonsmooth	convex	200	4	0.0000000E+00	Richtarik
48	convex1_200_4	nonsmooth	convex	200	4	0.0000000E+00	Richtarik
49	convex1_200_5	nonsmooth	convex	200	4	0.0000000E+00	Richtarik
50	convex1_25_1	nonsmooth	convex	25	3	0.0000000E+00	Richtarik
51	convex1_25_2	nonsmooth	convex	25	3	0.0000000E+00	Richtarik
52	convex1_25_3	nonsmooth	convex	25	3	0.0000000E+00	Richtarik
53	convex1_25_4	nonsmooth	convex	25	3	0.0000000E+00	Richtarik
54	convex1_25_5	nonsmooth	convex	25	3	0.0000000E+00	Richtarik
55	convex1_30_1	nonsmooth	convex	30	3	0.0000000E+00	Richtarik
56	convex1_30_2	nonsmooth	convex	30	3	0.0000000E+00	Richtarik
57	convex1_30_3	nonsmooth	convex	30	3	0.0000000E+00	Richtarik
58	convex1_30_4	nonsmooth	convex	30	3	0.0000000E+00	Richtarik
59	convex1_30_5	nonsmooth	convex	30	3	0.0000000E+00	Richtarik
60	convex1_300_1	nonsmooth	convex	300	4	0.0000000E+00	Richtarik
61	convex1_300_2	nonsmooth	convex	300	4	0.0000000E+00	Richtarik
62	convex1_300_3	nonsmooth	convex	300	4	0.0000000E+00	Richtarik
63	convex1_300_4	nonsmooth	convex	300	4	0.0000000E+00	Richtarik
64	convex1_300_5	nonsmooth	convex	300	4	0.0000000E+00	Richtarik
65	convex1_35_1	nonsmooth	convex	35	4	0.0000000E+00	Richtarik
66	convex1_35_2	nonsmooth	convex	35	4	0.0000000E+00	Richtarik
67	convex1_35_3	nonsmooth	convex	35	4	0.0000000E+00	Richtarik
68	convex1_35_4	nonsmooth	convex	35	4	0.0000000E+00	Richtarik
69	convex1_35_5	nonsmooth	convex	35	4	0.0000000E+00	Richtarik
70	convex1_40_1	nonsmooth	convex	40	4	0.0000000E+00	Richtarik
71	convex1_40_2	nonsmooth	convex	40	4	0.0000000E+00	Richtarik
72	convex1_40_3	nonsmooth	convex	40	4	0.0000000E+00	Richtarik
73	convex1_40_4	nonsmooth	convex	40	4	0.0000000E+00	Richtarik
74	convex1_40_5	nonsmooth	convex	40	4	0.0000000E+00	Richtarik
75	convex1_45_1	nonsmooth	convex	45	4	0.0000000E+00	Richtarik
76	convex1_45_2	nonsmooth	convex	45	4	0.0000000E+00	Richtarik
77	convex1_45_3	nonsmooth	convex	45	4	0.0000000E+00	Richtarik
78	convex1_45_4	nonsmooth	convex	45	4	0.0000000E+00	Richtarik
79	convex1_45_5	nonsmooth	convex	45	4	0.0000000E+00	Richtarik
80	convex1_5_1	nonsmooth	convex	5	2	0.0000000E+00	Richtarik
81	convex1_5_2	nonsmooth	convex	5	2	0.0000000E+00	Richtarik
82	convex1_5_3	nonsmooth	convex	5	2	0.0000000E+00	Richtarik
83	convex1_5_4	nonsmooth	convex	5	2	0.0000000E+00	Richtarik
84	convex1_5_5	nonsmooth	convex	5	2	0.0000000E+00	Richtarik
85	convex1_50_1	nonsmooth	convex	50	4	0.0000000E+00	Richtarik
86	convex1_50_2	nonsmooth	convex	50	4	0.0000000E+00	Richtarik
87	convex1_50_3	nonsmooth	convex	50	4	0.0000000E+00	Richtarik
88	convex1_50_4	nonsmooth	convex	50	4	0.0000000E+00	Richtarik
89	convex1_50_5	nonsmooth	convex	50	4	0.0000000E+00	Richtarik
90	convex2_10_1	nonsmooth	convex	10	3	2.8415858E+00	Nesterov
91	convex2_10_2	nonsmooth	convex	10	3	3.4395957E+00	Nesterov
92	convex2_10_3	nonsmooth	convex	10	3	3.3633854E+00	Nesterov
93	convex2_10_4	nonsmooth	convex	10	3	5.4097486E+00	Nesterov
94	convex2_10_5	nonsmooth	convex	10	3	4.2410771E+00	Nesterov
95	convex2_100_1	nonsmooth	convex	100	4	3.6224492E+01	Nesterov
96	convex2_100_2	nonsmooth	convex	100	4	2.8831287E+01	Nesterov
97	convex2_100_3	nonsmooth	convex	100	4	3.6164650E+01	Nesterov
98	convex2_100_4	nonsmooth	convex	100	4	3.0095009E+01	Nesterov
99	convex2_100_5	nonsmooth	convex	100	4	3.2912666E+01	Nesterov
100	convex2_15_1	nonsmooth	convex	15	3	4.2948653E+00	Nesterov
101	convex2_15_2	nonsmooth	convex	15	3	6.2619585E+00	Nesterov
102	convex2_15_3	nonsmooth	convex	15	3	3.9372744E+00	Nesterov
103	convex2_15_4	nonsmooth	convex	15	3	6.0124209E+00	Nesterov
104	convex2_15_5	nonsmooth	convex	15	3	4.8481273E+00	Nesterov
105	convex2_20_1	nonsmooth	convex	20	3	7.0334028E+00	Nesterov
106	convex2_20_2	nonsmooth	convex	20	3	6.4588629E+00	Nesterov
107	convex2_20_3	nonsmooth	convex	20	3	6.3402459E+00	Nesterov
108	convex2_20_4	nonsmooth	convex	20	3	6.3745261E+00	Nesterov
109	convex2_20_5	nonsmooth	convex	20	3	7.4817935E+00	Nesterov
110	convex2_200_1	nonsmooth	convex	200	4	6.7920214E+01	Nesterov
111	convex2_200_2	nonsmooth	convex	200	4	7.1348222E+01	Nesterov
112	convex2_200_3	nonsmooth	convex	200	4	6.8694880E+01	Nesterov
113	convex2_200_4	nonsmooth	convex	200	4	6.7308421E+01	Nesterov
114	convex2_200_5	nonsmooth	convex	200	4	6.8358099E+01	Nesterov
115	convex2_25_1	nonsmooth	convex	25	3	9.9799639E+00	Nesterov
116	convex2_25_2	nonsmooth	convex	25	3	9.3637233E+00	Nesterov
117	convex2_25_3	nonsmooth	convex	25	3	8.3271420E+00	Nesterov
118	convex2_25_4	nonsmooth	convex	25	3	8.6622132E+00	Nesterov
119	convex2_25_5	nonsmooth	convex	25	3	6.6278664E+00	Nesterov
120	convex2_30_1	nonsmooth	convex	30	3	9.8427809E+00	Nesterov
121	convex2_30_2	nonsmooth	convex	30	3	1.1576117E+01	Nesterov
122	convex2_30_3	nonsmooth	convex	30	3	1.1474688E+01	Nesterov
123	convex2_30_4	nonsmooth	convex	30	3	1.0632933E+01	Nesterov
124	convex2_30_5	nonsmooth	convex	30	3	1.1832453E+01	Nesterov
125	convex2_300_1	nonsmooth	convex	300	4	9.6200411E+01	Nesterov
126	convex2_300_2	nonsmooth	convex	300	4	9.8165610E+01	Nesterov
127	convex2_300_3	nonsmooth	convex	300	4	9.7875791E+01	Nesterov
128	convex2_300_4	nonsmooth	convex	300	4	1.0091978E+02	Nesterov
129	convex2_300_5	nonsmooth	convex	300	4	1.0685569E+02	Nesterov
130	convex2_35_1	nonsmooth	convex	35	4	1.2070712E+01	Nesterov
131	convex2_35_2	nonsmooth	convex	35	4	1.1091702E+01	Nesterov
132	convex2_35_3	nonsmooth	convex	35	4	1.3104488E+01	Nesterov
133	convex2_35_4	nonsmooth	convex	35	4	1.5198634E+01	Nesterov
134	convex2_35_5	nonsmooth	convex	35	4	1.5417644E+01	Nesterov
135	convex2_40_1	nonsmooth	convex	40	4	1.1992830E+01	Nesterov
136	convex2_40_2	nonsmooth	convex	40	4	1.2432202E+01	Nesterov
137	convex2_40_3	nonsmooth	convex	40	4	1.1268188E+01	Nesterov
138	convex2_40_4	nonsmooth	convex	40	4	1.2607939E+01	Nesterov
139	convex2_40_5	nonsmooth	convex	40	4	1.2470810E+01	Nesterov
140	convex2_45_1	nonsmooth	convex	45	4	1.4375845E+01	Nesterov
141	convex2_45_2	nonsmooth	convex	45	4	1.3523503E+01	Nesterov
142	convex2_45_3	nonsmooth	convex	45	4	1.7238431E+01	Nesterov
143	convex2_45_4	nonsmooth	convex	45	4	1.4196562E+01	Nesterov
144	convex2_45_5	nonsmooth	convex	45	4	1.5763897E+01	Nesterov
145	convex2_5_1	nonsmooth	convex	5	2	2.3537650E+00	Nesterov
146	convex2_5_2	nonsmooth	convex	5	2	8.5250017E-01	Nesterov
147	convex2_5_3	nonsmooth	convex	5	2	1.1476910E+00	Nesterov
148	convex2_5_4	nonsmooth	convex	5	2	1.5759717E+00	Nesterov
149	convex2_5_5	nonsmooth	convex	5	2	1.8407097E+00	Nesterov
150	convex2_50_1	nonsmooth	convex	50	4	1.8539832E+01	Nesterov
151	convex2_50_2	nonsmooth	convex	50	4	1.6584468E+01	Nesterov
152	convex2_50_3	nonsmooth	convex	50	4	1.7080031E+01	Nesterov
153	convex2_50_4	nonsmooth	convex	50	4	2.0963795E+01	Nesterov
154	convex2_50_5	nonsmooth	convex	50	4	1.9692785E+01	Nesterov
155	convex3_10_1	smooth	convex	10	3	0.0000000E+00	Nesterov
156	convex3_100_1	smooth	convex	100	4	0.0000000E+00	Nesterov
157	convex3_15_1	smooth	convex	15	3	0.0000000E+00	Nesterov
158	convex3_20_1	smooth	convex	20	3	0.0000000E+00	Nesterov
159	convex3_200_1	smooth	convex	200	4	0.0000000E+00	Nesterov
160	convex3_25_1	smooth	convex	25	3	0.0000000E+00	Nesterov
161	convex3_30_1	smooth	convex	30	3	0.0000000E+00	Nesterov
162	convex3_300_1	smooth	convex	300	4	0.0000000E+00	Nesterov
163	convex3_35_1	smooth	convex	35	4	0.0000000E+00	Nesterov
164	convex3_40_1	smooth	convex	40	4	0.0000000E+00	Nesterov
165	convex3_45_1	smooth	convex	45	4	0.0000000E+00	Nesterov
166	convex3_5_1	smooth	convex	5	2	0.0000000E+00	Nesterov
167	convex3_50_1	smooth	convex	50	4	0.0000000E+00	Nesterov
168	convex4_10_1	smooth	convex	10	3	8.2066280E-31	Conn et al.
169	convex4_10_2	smooth	convex	10	3	5.3350000E-29	Conn et al.
170	convex4_10_3	smooth	convex	10	3	3.3044000E-27	Conn et al.
171	convex4_10_4	smooth	convex	10	3	2.4863000E-27	Conn et al.
172	convex4_10_5	smooth	convex	10	3	4.2367700E-21	Conn et al.
173	convex4_100_1	smooth	convex	100	4	4.1624800E-28	Conn et al.
174	convex4_100_2	smooth	convex	100	4	2.6042000E-27	Conn et al.
175	convex4_100_3	smooth	convex	100	4	3.6154400E-24	Conn et al.
176	convex4_100_4	smooth	convex	100	4	2.1475000E-22	Conn et al.
177	convex4_100_5	smooth	convex	100	4	8.9870900E-23	Conn et al.
178	convex4_15_1	smooth	convex	15	3	2.1050000E-24	Conn et al.
179	convex4_15_2	smooth	convex	15	3	1.2953000E-29	Conn et al.
180	convex4_15_3	smooth	convex	15	3	4.5886000E-24	Conn et al.
181	convex4_15_4	smooth	convex	15	3	9.7382000E-30	Conn et al.
182	convex4_15_5	smooth	convex	15	3	1.2711100E-30	Conn et al.
183	convex4_20_1	smooth	convex	20	3	7.4318000E-26	Conn et al.
184	convex4_20_2	smooth	convex	20	3	2.3128000E-24	Conn et al.
185	convex4_20_3	smooth	convex	20	3	8.9208000E-19	Conn et al.
186	convex4_20_4	smooth	convex	20	3	1.4523000E-24	Conn et al.
187	convex4_20_5	smooth	convex	20	3	3.4488000E-27	Conn et al.
188	convex4_200_1	smooth	convex	200	4	3.5484770E-23	Conn et al.
189	convex4_200_2	smooth	convex	200	4	3.2999050E-24	Conn et al.
190	convex4_200_3	smooth	convex	200	4	1.7573100E-20	Conn et al.
191	convex4_200_4	smooth	convex	200	4	3.2773600E-18	Conn et al.
192	convex4_200_5	smooth	convex	200	4	6.4479150E-27	Conn et al.
193	convex4_25_1	smooth	convex	25	3	6.0070000E-25	Conn et al.
194	convex4_25_2	smooth	convex	25	3	2.0770900E-29	Conn et al.
195	convex4_25_3	smooth	convex	25	3	1.8359000E-17	Conn et al.
196	convex4_25_4	smooth	convex	25	3	7.2586000E-30	Conn et al.
197	convex4_25_5	smooth	convex	25	3	3.2500000E-26	Conn et al.
198	convex4_30_1	smooth	convex	30	3	2.2008600E-26	Conn et al.
199	convex4_30_2	smooth	convex	30	3	3.1827000E-21	Conn et al.
200	convex4_30_3	smooth	convex	30	3	2.8844000E-27	Conn et al.
201	convex4_30_4	smooth	convex	30	3	2.7180300E-29	Conn et al.
202	convex4_30_5	smooth	convex	30	3	5.2309000E-22	Conn et al.
203	convex4_300_1	smooth	convex	300	4	1.8343000E-24	Conn et al.
204	convex4_300_2	smooth	convex	300	4	2.2671000E-26	Conn et al.
205	convex4_300_3	smooth	convex	300	4	5.0413400E-26	Conn et al.
206	convex4_300_4	smooth	convex	300	4	1.5175600E-26	Conn et al.
207	convex4_300_5	smooth	convex	300	4	1.1206000E-26	Conn et al.
208	convex4_35_1	smooth	convex	35	4	2.0140000E-29	Conn et al.
209	convex4_35_2	smooth	convex	35	4	1.5880000E-26	Conn et al.
210	convex4_35_3	smooth	convex	35	4	9.5030000E-22	Conn et al.
211	convex4_35_4	smooth	convex	35	4	3.0885000E-23	Conn et al.
212	convex4_35_5	smooth	convex	35	4	1.4953000E-20	Conn et al.
213	convex4_40_1	smooth	convex	40	4	1.0097900E-25	Conn et al.
214	convex4_40_2	smooth	convex	40	4	3.3490000E-25	Conn et al.
215	convex4_40_3	smooth	convex	40	4	6.0370000E-26	Conn et al.
216	convex4_40_4	smooth	convex	40	4	1.9820400E-26	Conn et al.
217	convex4_40_5	smooth	convex	40	4	5.0350000E-27	Conn et al.
218	convex4_45_1	smooth	convex	45	4	8.4009000E-25	Conn et al.
219	convex4_45_2	smooth	convex	45	4	2.1440000E-25	Conn et al.
220	convex4_45_3	smooth	convex	45	4	3.5850100E-22	Conn et al.
221	convex4_45_4	smooth	convex	45	4	5.8635000E-26	Conn et al.
222	convex4_45_5	smooth	convex	45	4	6.9545000E-28	Conn et al.
223	convex4_5_1	smooth	convex	5	2	9.4293000E-31	Conn et al.
224	convex4_5_2	smooth	convex	5	2	1.0168900E-30	Conn et al.
225	convex4_5_3	smooth	convex	5	2	8.7278600E-23	Conn et al.
226	convex4_5_4	smooth	convex	5	2	1.3250000E-31	Conn et al.
227	convex4_5_5	smooth	convex	5	2	8.0413900E-19	Conn et al.
228	convex4_50_1	smooth	convex	50	4	4.9331000E-26	Conn et al.
229	convex4_50_2	smooth	convex	50	4	3.7070500E-21	Conn et al.
230	convex4_50_3	smooth	convex	50	4	3.2351000E-17	Conn et al.
231	convex4_50_4	smooth	convex	50	4	3.7570900E-24	Conn et al.
232	convex4_50_5	smooth	convex	50	4	3.0002300E-25	Conn et al.
233	cube	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
234	denschna	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
235	denschnb	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
236	denschnc	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
237	denschnd	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
238	denschne	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
239	denschnf	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
240	dixon3dq	smooth	nonconvex	10	3	0.0000000E+00	princetonlib
241	djtl	smooth	nonconvex	2	1	-8.9515447E+03	princetonlib
242	eg1	smooth	nonconvex	3	2	-1.4293070E+00	princetonlib
243	eigena	smooth	nonconvex	110	4	1.9296325E+00	princetonlib
244	eigenals	smooth	nonconvex	110	4	0.0000000E+00	princetonlib
245	eigenb	smooth	nonconvex	110	4	0.0000000E+00	princetonlib
246	eigenbls	smooth	nonconvex	110	4	0.0000000E+00	princetonlib
247	emfl	smooth	nonconvex	50	4	4.6417698E+01	princetonlib
248	emfl_eps	smooth	nonconvex	50	4	4.6417906E+01	princetonlib
249	emfl_vareps	smooth	nonconvex	51	4	4.6417704E+01	princetonlib
250	engval2	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
251	errinros	smooth	nonconvex	50	4	3.9904154E+01	princetonlib
252	esfl	smooth	nonconvex	2	1	1.9122391E+02	princetonlib
253	ex4_1_1	smooth	nonconvex	1	1	-7.4873124E+00	globallib
254	ex4_1_2	smooth	nonconvex	1	1	-6.6350010E+02	globallib
255	ex4_1_3	smooth	nonconvex	1	1	-4.4367170E+02	globallib
256	ex4_1_4	smooth	nonconvex	1	1	0.0000000E+00	globallib
257	ex4_1_5	smooth	nonconvex	2	1	0.0000000E+00	globallib
258	ex4_1_6	smooth	nonconvex	1	1	7.0000000E+00	globallib
259	ex4_1_7	smooth	nonconvex	1	1	-7.5000000E+00	globallib
260	ex8_1_1	smooth	nonconvex	2	1	-2.0218068E+00	globallib
261	ex8_1_2	smooth	nonconvex	1	1	-1.0709000E+00	globallib
262	ex8_1_3	smooth	nonconvex	2	1	3.0000000E+00	globallib
263	ex8_1_4	smooth	nonconvex	2	1	0.0000000E+00	globallib
264	ex8_1_5	smooth	nonconvex	2	1	-1.0316285E+00	globallib
265	ex8_1_6	smooth	nonconvex	2	1	-1.0086000E+01	globallib
266	expfit	smooth	nonconvex	2	1	2.4051059E-01	princetonlib
267	explin	smooth	nonconvex	120	4	-7.2375627E+05	princetonlib
268	explin2	smooth	nonconvex	120	4	-7.2445914E+05	princetonlib
269	expquad	smooth	nonconvex	120	4	-3.6245999E+06	princetonlib
270	extrosnb	smooth	nonconvex	10	3	0.0000000E+00	princetonlib
271	fermat_vareps	smooth	nonconvex	3	2	7.4641016E+00	princetonlib
272	fermat2_vareps	smooth	nonconvex	3	2	4.4721360E+00	princetonlib
273	fletcbv2	smooth	nonconvex	100	4	-5.1400678E-01	princetonlib
274	fletchcr	smooth	nonconvex	100	4	0.0000000E+00	princetonlib
275	genhumps	smooth	nonconvex	5	2	0.0000000E+00	princetonlib
276	gold	smooth	nonconvex	2	1	3.0000000E+00	princetonlib
277	griewank	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
278	growth	smooth	nonconvex	3	2	1.0040406E+00	princetonlib
279	growthls	smooth	nonconvex	3	2	1.0040406E+00	princetonlib
280	hadamals	smooth	nonconvex	90	4	2.5316416E+01	princetonlib
281	hairy	smooth	nonconvex	2	1	2.0000000E+01	princetonlib
282	harkerp2	smooth	nonconvex	100	4	-5.0000000E-01	princetonlib
283	hart6	smooth	nonconvex	6	2	-3.3228869E+00	princetonlib
284	hatflda	smooth	nonconvex	4	2	0.0000000E+00	princetonlib
285	hatfldb	smooth	nonconvex	4	2	5.5728090E-03	princetonlib
286	hatfldc	smooth	nonconvex	4	2	0.0000000E+00	princetonlib
287	hatfldd	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
288	heart6ls	smooth	nonconvex	6	2	0.0000000E+00	princetonlib
289	heart8ls	smooth	nonconvex	8	2	0.0000000E+00	princetonlib
290	hilberta	smooth	nonconvex	10	3	0.0000000E+00	princetonlib
291	hilbertb	smooth	nonconvex	50	4	0.0000000E+00	princetonlib
292	himmelbb	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
293	himmelbf	smooth	nonconvex	4	2	3.1857175E+02	princetonlib
294	himmelbg	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
295	himmelp1	smooth	nonconvex	2	1	-6.2053869E+01	princetonlib
296	hs001	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
297	hs002	smooth	nonconvex	2	1	3.3366647E-26	princetonlib
298	hs003	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
299	hs004	smooth	nonconvex	2	1	2.6666667E+00	princetonlib
300	hs005	smooth	nonconvex	2	1	-1.9132230E+00	princetonlib
301	hs038	smooth	nonconvex	4	2	0.0000000E+00	princetonlib
302	hs045	smooth	nonconvex	5	2	1.0000000E+00	princetonlib
303	hs110	smooth	nonconvex	10	3	-4.5778470E+01	princetonlib
304	hs3mod	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
305	hs5	smooth	nonconvex	2	1	-1.9132230E+00	princetonlib
306	humps	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
307	jensmp	smooth	nonconvex	2	1	1.2436218E+02	princetonlib
308	kowalik	smooth	nonconvex	4	2	3.0748599E-04	princetonlib
309	kowosb	smooth	nonconvex	4	2	3.0750737E-04	princetonlib
310	least	smooth	nonconvex	3	2	1.4085140E+04	globallib
311	levy3	smooth	nonconvex	2	1	-2.1048229E+02	princetonlib
312	loghairy	smooth	nonconvex	2	1	1.8232156E-01	princetonlib
313	logros	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
314	maratosb	smooth	nonconvex	2	1	-1.0000001E+00	princetonlib
315	mdhole	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
316	median	smooth	nonconvex	1	1	4.9424200E+00	princetonlinb
317	median_vareps	smooth	nonconvex	2	1	4.6263263E+00	princetonlinb
318	mexhat	smooth	nonconvex	2	1	-4.0100000E-02	princetonlib
319	nasty	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
320	nnls	smooth	nonconvex	300	4	6.3378545E+05	princetonlib
321	nonmsqrt	smooth	nonconvex	9	2	7.5180000E-01	princetonlib
322	osborne1	smooth	nonconvex	5	2	5.4648947E-05	princetonlib
323	osbornea	smooth	nonconvex	5	2	5.4649034E-05	princetonlib
324	osborneb	smooth	nonconvex	11	3	4.0138000E-02	princetonlib
325	oslbqp	smooth	nonconvex	8	2	6.2500000E+00	princetonlib
326	palmer1	smooth	nonconvex	4	2	1.1754600E+04	princetonlib
327	palmer1c	smooth	nonconvex	8	2	9.7597991E-02	princetonlib
328	palmer1d	smooth	nonconvex	7	2	6.5268294E-01	princetonlib
329	palmer1e	smooth	nonconvex	8	2	8.0000000E-04	princetonlib
330	palmer2a	smooth	nonconvex	6	2	1.7160739E-02	princetonlib
331	palmer2c	smooth	nonconvex	8	2	1.4400000E-02	princetonlib
332	palmer2e	smooth	nonconvex	8	2	2.0000000E-04	princetonlib
333	palmer3	smooth	nonconvex	4	2	2.2659582E+03	princetonlib
334	palmer3c	smooth	nonconvex	8	2	1.9500000E-02	princetonlib
335	palmer3e	smooth	nonconvex	8	2	5.0740840E-05	princetonlib
336	palmer4	smooth	nonconvex	4	2	2.2853830E+03	princetonlib
337	palmer4c	smooth	nonconvex	8	2	5.0300000E-02	princetonlib
338	palmer4e	smooth	nonconvex	8	2	1.0000000E-04	princetonlib
339	palmer5a	smooth	nonconvex	8	2	2.3993090E-02	princetonlib
340	palmer5b	smooth	nonconvex	9	2	9.7524926E-03	princetonlib
341	palmer5c	smooth	nonconvex	6	2	2.1280867E+00	princetonlib
342	palmer5d	smooth	nonconvex	4	2	8.7339400E+01	princetonlib
343	palmer5e	smooth	nonconvex	8	2	2.0713394E-02	princetonlib
344	palmer6a	smooth	nonconvex	6	2	5.5900000E-02	princetonlib
345	palmer6c	smooth	nonconvex	8	2	1.6387422E-02	princetonlib
346	palmer6e	smooth	nonconvex	8	2	2.0000000E-04	princetonlib
347	palmer7c	smooth	nonconvex	8	2	6.0198567E-01	princetonlib
348	palmer7e	smooth	nonconvex	8	2	4.2469240E+00	princetonlib
349	palmer8a	smooth	nonconvex	6	2	7.4000000E-02	princetonlib
350	palmer8c	smooth	nonconvex	8	2	1.5976806E-01	princetonlib
351	palmer8e	smooth	nonconvex	8	2	6.3000000E-03	princetonlib
352	penalty2	smooth	nonconvex	100	4	9.7096084E+04	princetonlib
353	polygon	smooth	nonconvex	19	3	-9.9999998E+00	princetonlib
354	powell	smooth	nonconvex	4	2	0.0000000E+00	princetonlib
355	price	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
356	problem2.1	nonsmooth	convex	2	1	1.9522245E+00	Luksan and Vlcek
357	problem2.10	nonsmooth	convex	4	2	1.1570644E+02	Luksan and Vlcek
358	problem2.11	nonsmooth	convex	4	2	2.6359735E-03	Luksan and Vlcek
359	problem2.12	nonsmooth	convex	4	2	2.0160753E-03	Luksan and Vlcek
360	problem2.13	nonsmooth	nonconvex	4	2	1.2041887E-07	Luksan and Vlcek
361	problem2.14	nonsmooth	nonconvex	5	2	1.2237125E-04	Luksan and Vlcek
362	problem2.15	nonsmooth	nonconvex	5	2	2.2340496E-02	Luksan and Vlcek
363	problem2.16	nonsmooth	nonconvex	6	2	5.2034400E-02	Luksan and Vlcek
364	problem2.17	nonsmooth	nonconvex	6	2	1.9729063E-01	Luksan and Vlcek
365	problem2.18	nonsmooth	nonconvex	9	2	6.1852848E-03	Luksan and Vlcek
366	problem2.19	nonsmooth	convex	7	2	6.8063006E+02	Luksan and Vlcek
367	problem2.2	nonsmooth	nonconvex	2	1	0.0000000E+00	Luksan and Vlcek
368	problem2.20	nonsmooth	convex	10	3	2.4306209E+01	Luksan and Vlcek
369	problem2.21	nonsmooth	convex	20	3	1.3372828E+02	Luksan and Vlcek
370	problem2.22	nonsmooth	convex	10	3	5.4498150E+01	Luksan and Vlcek
371	problem2.23	nonsmooth	convex	11	3	2.6108258E+02	Luksan and Vlcek
372	problem2.24	nonsmooth	convex	20	3	1.4743027E-08	Luksan and Vlcek
373	problem2.25	nonsmooth	convex	11	3	4.8027401E-02	Luksan and Vlcek
374	problem2.3	nonsmooth	nonconvex	2	1	0.0000000E+00	Luksan and Vlcek
375	problem2.4	nonsmooth	convex	3	2	3.5997193E+00	Luksan and Vlcek
376	problem2.5	nonsmooth	convex	4	2	-4.4000000E+01	Luksan and Vlcek
377	problem2.6	nonsmooth	convex	4	2	-4.4000000E+01	Luksan and Vlcek
378	problem2.7	nonsmooth	nonconvex	3	2	4.2021427E-03	Luksan and Vlcek
379	problem2.8	nonsmooth	nonconvex	3	2	5.1111200E-02	Luksan and Vlcek
380	problem2.9	nonsmooth	nonconvex	4	2	8.0843684E-03	Luksan and Vlcek
381	problem3.1	nonsmooth	convex	2	1	0.0000000E+00	Luksan and Vlcek
382	problem3.10	nonsmooth	nonconvex	2	1	-8.0000000E+00	Luksan and Vlcek
383	problem3.11	nonsmooth	convex	4	2	-4.4000000E+01	Luksan and Vlcek
384	problem3.12	nonsmooth	convex	5	2	2.2600162E+01	Luksan and Vlcek
385	problem3.13	nonsmooth	nonconvex	5	2	-3.2348500E+01	Luksan and Vlcek
386	problem3.15	nonsmooth	nonconvex	6	2	5.5981310E-01	Luksan and Vlcek
387	problem3.16	nonsmooth	nonconvex	10	3	-8.4140830E-01	Luksan and Vlcek
388	problem3.17	nonsmooth	convex	10	3	9.8258000E+00	Luksan and Vlcek
389	problem3.18	nonsmooth	nonconvex	12	3	1.6703838E+01	Luksan and Vlcek
390	problem3.19	nonsmooth	convex	20	3	0.0000000E+00	Luksan and Vlcek
391	problem3.2	nonsmooth	nonconvex	2	1	0.0000000E+00	Luksan and Vlcek
392	problem3.20	nonsmooth	convex	20	3	0.0000000E+00	Luksan and Vlcek
393	problem3.21	nonsmooth	convex	48	4	-6.3856500E+05	Luksan and Vlcek
394	problem3.22	nonsmooth	convex	50	4	0.0000000E+00	Luksan and Vlcek
395	problem3.23	nonsmooth	convex	50	4	0.0000000E+00	Luksan and Vlcek
396	problem3.24	nonsmooth	convex	50	4	0.0000000E+00	Luksan and Vlcek
397	problem3.25	nonsmooth	nonconvex	15	3	3.2348679E+01	Luksan and Vlcek
398	problem3.3	nonsmooth	convex	2	1	1.9522245E+00	Luksan and Vlcek
399	problem3.4	nonsmooth	convex	2	1	2.0000000E+00	Luksan and Vlcek
400	problem3.5	nonsmooth	convex	2	1	-3.0000000E+00	Luksan and Vlcek
401	problem3.6	nonsmooth	convex	2	1	7.2000000E+00	Luksan and Vlcek
402	problem3.7	nonsmooth	convex	2	1	-1.4142136E+00	Luksan and Vlcek
403	problem3.8	nonsmooth	convex	2	1	-1.0000000E+00	Luksan and Vlcek
404	problem3.9	nonsmooth	convex	2	1	-1.0000000E+00	Luksan and Vlcek
405	pspdoc	smooth	nonconvex	4	2	2.4142000E+00	princetonlib
406	qr3d	smooth	nonconvex	155	4	1.0695399E-01	princetonlib
407	qr3dbd	smooth	nonconvex	127	4	5.1988940E-02	princetonlib
408	qr3dls	smooth	nonconvex	155	4	0.0000000E+00	princetonlib
409	qrtquad	smooth	nonconvex	120	4	-3.6480884E+06	princetonlib
410	qudlin	smooth	nonconvex	12	3	-7.2000000E+03	princetonlib
411	rbrock	smooth	nonconvex	2	1	0.0000000E+00	globallib
412	rosenbr	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
413	s201	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
414	s202	smooth	nonconvex	2	1	2.5179178E-24	princetonlib
415	s204	smooth	nonconvex	2	1	1.8360120E-01	princetonlib
416	s205	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
417	s206	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
418	s207	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
419	s208	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
420	s209	smooth	nonconvex	2	1	5.4860395E-24	princetonlib
421	s210	smooth	nonconvex	2	1	3.2081445E-26	princetonlib
422	s211	smooth	nonconvex	2	1	1.6955086E-27	princetonlib
423	s212	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
424	s213	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
425	s214	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
426	s229	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
427	s240	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
428	s242	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
429	s243	smooth	nonconvex	3	2	6.0575195E-01	princetonlib
430	s244	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
431	s245	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
432	s246	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
433	s256	smooth	nonconvex	4	2	0.0000000E+00	princetonlib
434	s257	smooth	nonconvex	4	2	2.6850730E-27	princetonlib
435	s258	smooth	nonconvex	4	2	0.0000000E+00	princetonlib
436	s259	smooth	nonconvex	4	2	-8.5446210E+00	princetonlib
437	s260	smooth	nonconvex	4	2	2.4225570E-23	princetonlib
438	s261	smooth	nonconvex	4	2	0.0000000E+00	princetonlib
439	s266	smooth	nonconvex	5	2	1.0000002E+00	princetonlib
440	s267	smooth	nonconvex	5	2	2.5184868E-03	princetonlib
441	s271	smooth	nonconvex	6	2	0.0000000E+00	princetonlib
442	s272	smooth	nonconvex	6	2	4.8393171E-18	princetonlib
443	s273	smooth	nonconvex	6	2	0.0000000E+00	princetonlib
444	s274	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
445	s275	smooth	nonconvex	4	2	0.0000000E+00	princetonlib
446	s276	smooth	nonconvex	6	2	0.0000000E+00	princetonlib
447	s281	smooth	nonconvex	10	3	1.4462448E-05	princetonlib
448	s282	smooth	nonconvex	10	3	1.1615113E-20	princetonlib
449	s283	smooth	nonconvex	10	3	0.0000000E+00	princetonlib
450	s286	smooth	nonconvex	20	3	8.3275182E-19	princetonlib
451	s287	smooth	nonconvex	20	3	2.1252122E-19	princetonlib
452	s288	smooth	nonconvex	20	3	0.0000000E+00	princetonlib
453	s289	smooth	nonconvex	30	3	0.0000000E+00	princetonlib
454	s290	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
455	s291	smooth	nonconvex	10	3	0.0000000E+00	princetonlib
456	s292	smooth	nonconvex	30	3	0.0000000E+00	princetonlib
457	s293	smooth	nonconvex	50	4	0.0000000E+00	princetonlib
458	s294	smooth	nonconvex	6	2	4.6811343E-22	princetonlib
459	s295	smooth	nonconvex	10	3	2.4445305E-21	princetonlib
460	s296	smooth	nonconvex	16	3	1.2202571E-20	princetonlib
461	s297	smooth	nonconvex	30	3	3.5959773E-18	princetonlib
462	s298	smooth	nonconvex	50	4	0.0000000E+00	princetonlib
463	s299	smooth	nonconvex	100	4	0.0000000E+00	princetonlib
464	s300	smooth	nonconvex	20	3	-2.0000000E+01	princetonlib
465	s301	smooth	nonconvex	50	4	-5.0000000E+01	princetonlib
466	s302	smooth	nonconvex	100	4	-1.0000000E+02	princetonlib
467	s303	smooth	nonconvex	20	3	0.0000000E+00	princetonlib
468	s304	smooth	nonconvex	50	4	0.0000000E+00	princetonlib
469	s305	smooth	nonconvex	100	4	0.0000000E+00	princetonlib
470	s308	smooth	nonconvex	2	1	7.7319906E-01	princetonlib
471	s309	smooth	nonconvex	2	1	-3.9871708E+00	princetonlib
472	s311	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
473	s312	smooth	nonconvex	2	1	6.9319028E-22	princetonlib
474	s328	smooth	nonconvex	2	1	1.7441520E+00	princetonlib
475	s333	smooth	nonconvex	3	2	4.3270354E-02	princetonlib
476	s350	smooth	nonconvex	4	2	3.0750737E-04	princetonlib
477	s351	smooth	nonconvex	4	2	3.1857175E+02	princetonlib
478	s352	smooth	nonconvex	4	2	9.0323433E+02	princetonlib
479	s358	smooth	nonconvex	5	2	5.4648947E-05	princetonlib
480	s368	smooth	nonconvex	8	2	-1.0000000E+00	princetonlib
481	s370	smooth	nonconvex	6	2	2.2876701E-03	princetonlib
482	s371	smooth	nonconvex	9	2	1.3997601E-06	princetonlib
483	s379	smooth	nonconvex	11	3	4.3285000E-02	princetonlib
484	s386	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
485	schwefel	smooth	nonconvex	5	2	0.0000000E+00	princetonlib
486	shekel	smooth	nonconvex	4	2	-1.0153200E+01	princetonlib
487	sim2bqp	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
488	simbqp	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
489	sineali	smooth	nonconvex	20	3	-1.9009616E+03	princetonlib
490	sineval	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
491	sisser	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
492	st_bsj3	smooth	nonconvex	6	2	-8.6768550E+04	globallib
493	st_cqpjk2	smooth	nonconvex	3	2	-1.2500000E+01	globallib
494	st_e39	smooth	nonconvex	2	1	-1.0086001E+01	globallib
495	princetonlib_vareps	smooth	nonconvex	17	3	2.5356068E+01	princetonlib
496	tointqor	smooth	nonconvex	50	4	1.1754722E+03	princetonlib
497	tre	smooth	nonconvex	2	1	0.0000000E+00	princetonlib
498	vardim	smooth	nonconvex	100	4	0.0000000E+00	princetonlib
499	watson	smooth	nonconvex	31	4	0.0000000E+00	princetonlib
500	yfit	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
501	yfitu	smooth	nonconvex	3	2	0.0000000E+00	princetonlib
502	zangwil2	smooth	nonconvex	2	1	-1.8200000E+01	princetonlib

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H. Milton Stewart School of Industrial and Systems Engineering