Bayesian optimization for seed germination

Table 1 Values of the 33 explored vectors of parameters \(\left( {\mathbf {t}}_1,\ldots , {\mathbf {t}}_4, {\mathbf {w}}_1,\ldots , {\mathbf {w}}_3\right) ^T\) and respective target function values

#	\({\hbox {t}}_1\)	\({\hbox {t}}_2\)	\({\hbox {t}}_3\)	\({\hbox {t}}_4\)	\({\hbox {w}}_1\)	\({\hbox {w}}_2\)	\({\hbox {w}}_3\)	Target
1	24.7	21.5	24.2	22.6	200	200	200	0.73
2	24.6	19.8	24.5	24.1	200	195	213	0.41
3	25.9	22.0	25.1	22.0	200	182	203	0.69
4	24.9	21.4	24.2	23.0	200	200	197	0.49
5	25.1	24.8	26.8	27.8	196	3	179	0.82
6	23.0	21.3	27.8	26.6	187	208	206	0.66
7	24.7	21.6	24.3	22.4	200	197	207	0.69
8	25.0	22.5	24.3	21.4	200	195	202	0.51
9	20.6	26.7	29.3	28.8	178	9	179	0.54
10	25.1	24.8	26.8	27.8	196	3	179	0.87
11	21.7	26.2	28.6	28.6	182	8	179	0.91
12	26.5	27.7	25.7	26.6	159	10	169	0.77
13	21.6	26.3	28.7	28.6	182	8	179	0.81
14	25.6	21.7	24.3	22.1	204	189	201	0.58
15	26.0	21.8	25.8	26.8	195	178	227	0.78
16	28.2	24.1	26.6	28.9	228	18	235	0.73
17	27.5	24.7	24.0	30.1	239	5	248	0.54
18	30.4	21.0	34.3	23.7	241	0	250	0.67
19	26.4	22.2	29.9	25.6	170	39	144	0.89
20	25.8	23.7	29.6	25.2	173	39	162	1.13
21	25.8	25.7	30.2	25.5	249	45	108	0.69
22	22.4	22.4	32.4	25.2	127	52	201	0.7
23	23.3	22.3	31.6	26.0	139	52	188	0.98
24	21.0	20.6	30.1	23.2	146	30	186	0.55
25	24.0	23.9	32.7	24.5	125	61	194	0.87
26	24.2	23.2	31.8	25.0	136	54	184	0.97
27	25.7	24.7	32.7	26.6	138	73	188	0.77
28	22.4	20.8	29.6	23.3	147	18	164	0.78
29	23.0	21.6	29.8	24.0	150	27	166	1.0
30	22.7	22.5	29.8	22.7	156	26	172	0.69
31	24.0	21.6	28.9	23.6	160	28	157	0.68
32	24.1	22.0	29.0	23.9	162	32	160	1.1
33	24.0	22.4	29.0	23.1	167	32	165	0.92

Parameters \({\mathbf {t}}\) and \({\mathbf {w}}\) stand for the air temperature in \(^{\circ }{\hbox {C}}\) and the water supply in ml, respectively. The optimal parameters are highlighted in italics

ISSN: 1746-4811