minlp

Description

Mixed-integer nonlinear optimization problems. There are 249 instances included here. 9 instances return error when loading.

Source

These instances are recorded in MINLP World

Instance Stats

LT is the JuMP model loading time.

NAME	LT	NLOPERATOR	SENSE	VAR	BINVAR	INTVAR	CON	LINCON	NLCONS	OTHERCONS
4stufen	1.69	powerfrac log div mul	Min	150	48	0	99	65	34	0
alan	1.3	mul	Min	9	4	0	8	7	1	0
batch	1.59	exp	Min	47	24	0	74	72	2	0
batchdes	1.55	exp	Min	20	9	0	20	18	2	0
beuster	1.74	powerfrac log div mul	Min	158	52	0	115	68	47	0
cecil_13	2.77	powerfrac	Min	841	180	0	899	719	180	0
chp_partload	5.94	powerfrac log div mul	Min	2249	45	0	2517	2027	490	0
contvar	2.34	powerfrac exp log	Min	297	88	0	285	165	120	0
csched1	1.53	exp div	Min	77	63	0	23	22	1	0
csched1a	1.49	exp div	Min	29	15	0	23	22	1	0
csched2	1.92	exp div	Min	401	308	0	138	137	1	0
csched2a	1.86	exp div	Min	233	140	0	138	137	1	0
du-opt	4.02	mul	Min	21	0	13	10	9	1	0
du-opt5	4.07	mul	Min	21	0	13	10	9	1	0
eg_all_s	103.55	exp mul	Min	8	0	7	28	0	28	0
eg_disc2_s	99.77	exp mul	Min	8	0	3	28	0	28	0
eg_disc_s	104.91	exp mul	Min	8	0	4	28	0	28	0
eg_int_s	87.48	exp mul	Min	8	0	3	28	0	28	0
elf	1.44	mul	Min	55	24	0	39	12	27	0
eniplac	1.75	mul	Min	142	24	0	190	166	24	0
enpro48	1.75	exp	Min	154	92	0	215	213	2	0
enpro48pb	1.71	exp	Min	154	92	0	215	213	2	0
enpro56	1.83	exp	Min	128	73	0	192	190	2	0
enpro56pb	1.83	exp	Min	128	73	0	192	190	2	0
ex1221	1.48	powerfrac mul	Min	6	3	0	6	4	2	0
ex1222	1.59	exp mul	Min	4	1	0	4	2	2	0
ex1223	1.36	log mul	Min	12	4	0	14	9	5	0
ex1223a	1.49	mul	Min	8	4	0	10	5	5	0
ex1223b	1.34	log mul	Min	8	4	0	10	5	5	0
ex1224	1.34	log	Min	12	8	0	8	4	4	0
ex1225	1.57	powerfrac	Min	9	6	0	11	10	1	0
ex1226	1.43	powerfrac mul	Min	6	3	0	6	5	1	0
ex1233	1.7	powerfrac div	Min	53	12	0	65	64	1	0
ex1243	1.72	div	Min	69	16	0	97	96	1	0
ex1244	1.69	div	Min	96	23	0	130	129	1	0
ex1252	1.54	mul	Min	40	15	0	44	31	13	0
ex1252a	1.56	mul	Min	25	3	6	35	22	13	0
ex1263	1.55	mul	Min	93	72	0	56	52	4	0
ex1263a	1.48	mul	Min	25	4	20	36	32	4	0
ex1264	1.57	mul	Min	89	68	0	56	52	4	0
ex1264a	1.53	mul	Min	25	4	20	36	32	4	0
ex1265	1.61	mul	Min	131	100	0	75	70	5	0
ex1265a	1.5	mul	Min	36	5	30	45	40	5	0
ex1266	1.67	mul	Min	181	138	0	96	90	6	0
ex1266a	1.54	mul	Min	49	6	42	54	48	6	0
ex3	1.52	exp	Min	33	8	0	32	27	5	0
ex3pb	1.47	exp	Min	33	8	0	32	27	5	0
ex4	1.74	mul	Min	37	25	0	31	5	26	0
fac1	1.5	powerfrac	Min	23	6	0	19	18	1	0
fac2	1.62	powerfrac	Min	67	12	0	34	33	1	0
fac3	1.52	mul	Min	67	12	0	34	33	1	0
feedtray	2.1	powerfrac exp div mul	Min	98	7	0	92	30	62	0
feedtray2	2.34	mul	Min	88	36	0	284	137	147	0
fo7	1.75	div	Min	115	42	0	212	198	14	0
fo7_2	1.81	div	Min	115	42	0	212	198	14	0
fo7_ar25_1	1.86	div	Min	113	0	42	270	256	14	0
fo7_ar2_1	1.84	div	Min	113	0	42	270	256	14	0
fo7_ar3_1	1.86	div	Min	113	0	42	270	256	14	0
fo7_ar4_1	1.85	div	Min	113	0	42	270	256	14	0
fo7_ar5_1	1.89	div	Min	113	0	42	270	256	14	0
fo8	1.86	div	Min	147	56	0	274	258	16	0
fo8_ar25_1	2.0	div	Min	145	0	56	348	332	16	0
fo8_ar2_1	1.94	div	Min	145	0	56	348	332	16	0
fo8_ar3_1	1.95	div	Min	145	0	56	348	332	16	0
fo8_ar4_1	1.92	div	Min	145	0	56	348	332	16	0
fo8_ar5_1	2.0	div	Min	145	0	56	348	332	16	0
fo9	1.91	div	Min	183	72	0	344	326	18	0
fo9_ar25_1	2.04	div	Min	181	0	72	436	418	18	0
fo9_ar2_1	2.1	div	Min	181	0	72	436	418	18	0
fo9_ar3_1	2.09	div	Min	181	0	72	436	418	18	0
fo9_ar4_1	2.09	div	Min	181	0	72	436	418	18	0
fo9_ar5_1	2.2	div	Min	181	0	72	436	418	18	0
fuel	1.34	mul	Min	16	3	0	16	12	4	0
gasnet	1.59	powerfrac div mul	Min	91	10	0	70	26	44	0
gastrans	1.8	mul	Min	107	21	0	150	126	24	0
gbd	1.41	mul	Min	5	3	0	5	4	1	0
gear	1.07	div mul	Min	5	0	4	1	0	1	0
gear2	1.43	div mul	Min	29	24	0	5	4	1	0
gear3	1.33	div mul	Min	9	0	4	5	4	1	0
gear4	1.33	div	Min	7	0	4	2	1	1	0
ghg_1veh	1.63	exp div mul	Min	30	12	0	38	10	28	0
ghg_2veh	1.74	exp div mul	Min	58	18	0	63	15	48	0
ghg_3veh	2.07	exp div mul	Min	97	36	0	120	32	88	0
gkocis	1.48	log	Min	12	3	0	9	7	2	0
hda	2.79	powerfrac exp log sqrt mul div	Min	723	13	0	719	568	151	0
hmittelman	1.13	mul	Min	17	16	0	8	0	8	0
johnall	15.49	mul	Min	195	190	0	193	2	191	0
lop97ic	10.28	mul	Min	1754	0	1662	92	52	40	0
lop97icx	19.45	mul	Min	987	0	899	88	48	40	0
m3	1.65	div	Min	27	6	0	44	38	6	0
m6	1.65	div	Min	87	30	0	158	146	12	0
m7	1.74	div	Min	115	42	0	212	198	14	0
m7_ar25_1	1.88	div	Min	113	0	42	270	256	14	0
m7_ar2_1	1.86	div	Min	113	0	42	270	256	14	0
m7_ar3_1	1.82	div	Min	113	0	42	270	256	14	0
m7_ar4_1	1.82	div	Min	113	0	42	270	256	14	0
m7_ar5_1	1.93	div	Min	113	0	42	270	256	14	0
mbtd	-	-	-	-	-	-	-	-	-
meanvarx	1.59	mul	Min	36	14	0	45	44	1	0
minlphix	1.77	sqrt div	Min	85	20	0	93	88	5	0
netmod_dol1	5.47	mul	Min	1999	462	0	3138	3137	1	0
netmod_dol2	7.88	mul	Min	1999	462	0	3081	3080	1	0
netmod_kar1	2.4	mul	Min	457	136	0	667	666	1	0
netmod_kar2	2.27	mul	Min	457	136	0	667	666	1	0
no7_ar25_1	1.84	div	Min	113	0	42	270	256	14	0
no7_ar2_1	1.87	div	Min	113	0	42	270	256	14	0
no7_ar3_1	1.9	div	Min	113	0	42	270	256	14	0
no7_ar4_1	1.85	div	Min	113	0	42	270	256	14	0
no7_ar5_1	1.83	div	Min	113	0	42	270	256	14	0
nous1	1.55	mul	Min	51	2	0	44	15	29	0
nous2	1.57	mul	Min	51	2	0	44	15	29	0
nuclear104	36.43	mul	Min	23814	10816	0	14246	11025	3221	0
nuclear10a	19.91	mul	Min	13011	10920	0	3340	210	3130	0
nuclear10b	41.34	mul	Min	23827	10920	0	24972	21946	3026	0
nuclear14	4.32	mul	Min	1563	576	0	1227	625	602	0
nuclear14a	3.44	mul	Min	993	600	0	634	50	584	0
nuclear14b	4.49	mul	Min	1569	600	0	1786	1226	560	0
nuclear25	4.37	mul	Min	1679	625	0	1304	676	628	0
nuclear25a	3.55	mul	Min	1059	650	0	660	52	608	0
nuclear25b	4.74	mul	Min	1684	650	0	1910	1327	583	0
nuclear49	10.82	mul	Min	5736	2401	0	3874	2500	1374	0
nuclear49a	7.14	mul	Min	3342	2450	0	1432	100	1332	0
nuclear49b	12.31	mul	Min	5743	2450	0	6234	4951	1283	0
nuclearva	2.33	mul	Min	352	168	0	318	51	267	0
nuclearvb	2.44	mul	Min	352	168	0	318	51	267	0
nuclearvc	2.34	mul	Min	352	168	0	318	51	267	0
nuclearvd	2.59	mul	Min	352	168	0	318	51	267	0
nuclearve	2.48	mul	Min	352	168	0	318	51	267	0
nuclearvf	2.56	mul	Min	352	168	0	318	51	267	0
nvs01	1.32	sqrt div mul	Min	4	0	2	4	1	3	0
nvs02	1.1	mul	Min	9	0	5	4	0	4	0
nvs03	1.36	mul	Min	3	0	2	3	1	2	0
nvs04	1.06	mul	Min	3	0	2	1	0	1	0
nvs05	1.4	sqrt div mul	Min	9	0	2	10	1	9	0
nvs06	1.06	div mul	Min	3	0	2	1	0	1	0
nvs07	1.3	mul	Min	4	0	3	3	1	2	0
nvs08	1.07	sqrt div mul	Min	4	0	2	4	0	4	0
nvs09	1.1	powerfrac log mul	Min	11	0	10	1	0	1	0
nvs10	1.16	mul	Min	3	0	2	3	0	3	0
nvs11	1.21	mul	Min	4	0	3	4	0	4	0
nvs12	1.1	mul	Min	5	0	4	5	0	5	0
nvs13	1.14	mul	Min	6	0	5	6	0	6	0
nvs14	1.2	mul	Min	9	0	5	4	0	4	0
nvs15	1.56	mul	Min	4	0	3	2	1	1	0
nvs16	1.17	mul	Min	3	0	2	1	0	1	0
nvs17	1.25	mul	Min	8	0	7	8	0	8	0
nvs18	1.17	mul	Min	7	0	6	7	0	7	0
nvs19	1.41	mul	Min	9	0	8	9	0	9	0
nvs20	1.5	mul	Min	17	0	5	9	8	1	0
nvs21	1.08	mul	Min	4	0	2	3	0	3	0
nvs22	1.41	sqrt div mul	Min	9	0	4	10	1	9	0
nvs23	1.49	mul	Min	10	0	9	10	0	10	0
nvs24	1.63	mul	Min	11	0	10	11	0	11	0
o7	1.73	div	Min	115	42	0	212	198	14	0
o7_2	1.82	div	Min	115	42	0	212	198	14	0
o7_ar25_1	1.88	div	Min	113	0	42	270	256	14	0
o7_ar2_1	1.86	div	Min	113	0	42	270	256	14	0
o7_ar3_1	1.89	div	Min	113	0	42	270	256	14	0
o7_ar4_1	1.97	div	Min	113	0	42	270	256	14	0
o7_ar5_1	1.89	div	Min	113	0	42	270	256	14	0
o8_ar4_1	2.07	div	Min	145	0	56	348	332	16	0
o9_ar4_1	2.06	div	Min	181	0	72	436	418	18	0
oaer	1.48	log	Min	10	3	0	8	6	2	0
oil	4.4	powerfrac log div mul log10	Min	1536	19	0	1547	1129	418	0
oil2	3.28	powerfrac log div mul log10 abs	Min	937	2	0	927	643	284	0
ortez	1.57	powerfrac	Min	88	18	0	75	48	27	0
parallel	2.01	div	Min	206	25	0	116	111	5	0
pb302035	-	-	-	-	-	-	-	-	-
pb302055	-	-	-	-	-	-	-	-	-
pb302075	-	-	-	-	-	-	-	-	-
pb302095	-	-	-	-	-	-	-	-	-
pb351535	-	-	-	-	-	-	-	-	-
pb351555	-	-	-	-	-	-	-	-	-
pb351575	-	-	-	-	-	-	-	-	-
pb351595	-	-	-	-	-	-	-	-	-
prob02	1.38	mul	Min	7	0	6	9	4	5	0
prob03	1.43	mul	Min	3	0	2	2	1	1	0
procsel	1.57	exp	Min	11	3	0	8	6	2	0
product	3.85	mul	Min	1554	107	0	1926	1794	132	0
product2	5.77	mul	Min	2843	128	0	3126	2598	528	0
pump	1.55	mul	Min	25	3	6	35	22	13	0
qap	166.21	mul	Min	226	225	0	31	30	1	0
qapw	23.85	mul	Min	451	225	0	256	255	1	0
ravem	1.72	exp	Min	113	54	0	187	185	2	0
ravempb	1.7	exp	Min	113	54	0	187	185	2	0
risk2b	2.26	powerfrac	Min	464	14	0	581	580	1	0
risk2bpb	2.29	powerfrac	Min	464	14	0	581	580	1	0
saa_2	77.1	mul	Min	4408	400	0	6206	2406	3800	0
sep1	1.62	mul	Min	30	2	0	32	26	6	0
space25	2.04	mul	Min	894	750	0	236	211	25	0
space25a	1.87	mul	Min	384	240	0	202	177	25	0
space960	13.6	mul	Min	5538	0	960	6498	5538	960	0
spectra2	1.84	mul	Min	70	30	0	73	65	8	0
spring	1.49	div mul	Min	18	11	1	9	3	6	0
st_e13	1.46	mul	Min	3	1	0	3	2	1	0
st_e14	1.33	log mul	Min	12	4	0	14	9	5	0
st_e15	1.44	powerfrac mul	Min	6	3	0	6	4	2	0
st_e27	1.47	mul	Min	5	2	0	7	6	1	0
st_e29	1.43	log	Min	12	8	0	8	4	4	0
st_e31	1.64	mul	Min	113	24	0	136	131	5	0
st_e32	1.6	powerfrac exp log div mul	Min	36	0	19	19	6	13	0
st_e35	1.57	powerfrac div mul	Min	33	7	0	40	39	1	0
st_e36	1.12	exp mul	Min	3	0	1	3	0	3	0
st_e38	1.32	mul	Min	5	0	2	4	2	2	0
st_e40	1.59	mul	Min	5	0	3	9	5	4	0
st_miqp1	1.36	mul	Min	6	0	5	2	1	1	0
st_miqp2	1.36	mul	Min	5	0	4	4	3	1	0
st_miqp3	1.32	mul	Min	3	0	2	2	1	1	0
st_miqp4	1.33	mul	Min	7	0	3	5	4	1	0
st_miqp5	1.43	mul	Min	8	0	2	14	13	1	0
st_test1	1.29	mul	Min	6	0	5	2	1	1	0
st_test2	1.32	mul	Min	7	0	6	3	2	1	0
st_test3	1.34	mul	Min	14	0	13	11	10	1	0
st_test4	1.45	mul	Min	7	0	6	6	5	1	0
st_test5	1.59	mul	Min	11	0	10	12	11	1	0
st_test6	1.47	mul	Min	11	0	10	6	5	1	0
st_test8	1.5	mul	Min	25	0	24	21	20	1	0
st_testgr1	1.35	mul	Min	11	0	10	6	5	1	0
st_testgr3	1.35	mul	Min	21	0	20	21	20	1	0
st_testph4	1.57	mul	Min	4	0	3	11	10	1	0
stockcycle	1.63	div	Min	481	432	0	98	97	1	0
super1	4.56	powerfrac exp log div mul	Min	1308	44	0	1659	1285	374	0
super2	4.49	powerfrac exp log div mul	Min	1308	44	0	1659	1285	374	0
super3	4.65	powerfrac exp log div mul	Min	1308	44	0	1659	1285	374	0
super3t	3.94	log div mul	Min	1056	44	0	1343	1103	240	0
synheat	1.59	powerfrac div	Min	57	12	0	65	64	1	0
synthes1	1.46	log	Min	7	3	0	7	4	3	0
synthes2	1.45	exp log	Min	12	5	0	15	11	4	0
synthes3	1.51	exp log	Min	18	8	0	24	19	5	0
tln12	1.8	mul	Min	169	12	156	73	61	12	0
tln2	1.44	mul	Min	9	2	6	13	11	2	0
tln4	1.5	mul	Min	25	4	20	25	21	4	0
tln5	1.52	mul	Min	36	5	30	31	26	5	0
tln6	1.54	mul	Min	49	6	42	37	31	6	0
tln7	1.55	mul	Min	64	7	56	43	36	7	0
tloss	1.54	mul	Min	49	6	42	54	48	6	0
tls12	3.6	sqrt	Min	813	656	12	385	373	12	0
tls2	1.56	sqrt	Min	38	31	2	25	23	2	0
tls4	1.77	sqrt	Min	106	85	4	65	61	4	0
tls5	1.74	sqrt	Min	162	131	5	91	86	5	0
tls6	1.92	sqrt	Min	216	173	6	121	115	6	0
tls7	2.1	sqrt	Min	346	289	7	155	148	7	0
tltr	1.68	mul	Min	49	12	36	55	52	3	0
uselinear	16.86	powerfrac exp log mul	Min	6793	58	0	7031	1266	5765	0
util	1.66	mul	Min	146	28	0	168	164	4	0
waste	5.96	mul	Min	2485	400	0	1992	624	1368	0
water4	1.78	mul	Min	196	126	0	138	123	15	0
waterx	1.71	powerfrac div	Min	71	14	0	55	39	16	0
waterz	1.83	mul	Min	196	126	0	138	123	15	0