ssa_robust

HoF 1 — reward: 0.347301

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	120	X_1 + Z_3 → X_1 + Z_2	``	4.98013*
1	15	X_1 → ∅	u_2	1*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	6.33267*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	5.04102*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	8.01261*
6	44	Z_2 → X_1	``	1.55918*
7	72	X_1 + X_1 → X_1	``	7.50825*

HoF 2 — reward: 0.356096

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	9.73299*
2	191	Z_2 + Z_3 → X_1 + Z_3	``	1.56995*
3	2	∅ → Z_1	u_1	3*
4	35	Z_1 → X_1 + Z_2	``	6.37996*
5	44	Z_2 → X_1	``	1.39042*
6	71	X_1 + X_1 → ∅	``	1.66279*
7	72	X_1 + X_1 → X_1	``	7.02447*

HoF 3 — reward: 0.368348

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	118	X_1 + Z_3 → X_1 + X_1	``	2.38547*
1	15	X_1 → ∅	u_2	1*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	4.48272*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	2.59599*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	8.61826*
6	44	Z_2 → X_1	``	1.24171*
7	72	X_1 + X_1 → X_1	``	7.81117*

HoF 4 — reward: 0.369311

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	3.65163*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	5.11443*
3	186	Z_2 + Z_3 → Z_2	``	2.25932*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	5.07913*
6	44	Z_2 → X_1	``	1.29604*
7	72	X_1 + X_1 → X_1	``	7.72112*

HoF 5 — reward: 0.376002

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	11.4971*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	2.99156*
3	190	Z_2 + Z_3 → X_1 + Z_2	``	1.3286*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	4.69138*
6	44	Z_2 → X_1	``	1.91721*
7	72	X_1 + X_1 → X_1	``	7.10899*

HoF 6 — reward: 0.377378

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	10.4827*
2	2	∅ → Z_1	u_1	3*
3	35	Z_1 → X_1 + Z_2	``	5.46308*
4	44	Z_2 → X_1	``	1.61334*
5	63	Z_3 → X_1 + Z_2	``	8.14362*
6	68	Z_3 → Z_2 + Z_2	``	7.92054*
7	72	X_1 + X_1 → X_1	``	8.54218*

HoF 7 — reward: 0.384966

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	3.17007*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	3.73655*
3	198	Z_3 + Z_3 → X_1	``	1.82962*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	4.56708*
6	44	Z_2 → X_1	``	1.28754*
7	72	X_1 + X_1 → X_1	``	6.36438*

HoF 8 — reward: 0.38869

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	4.72326*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	5.45841*
3	2	∅ → Z_1	u_1	3*
4	35	Z_1 → X_1 + Z_2	``	4.22169*
5	44	Z_2 → X_1	``	1.65812*
6	63	Z_3 → X_1 + Z_2	``	4.11152*
7	72	X_1 + X_1 → X_1	``	5.62939*

HoF 9 — reward: 0.38946

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	161	Z_1 + Z_3 → X_1 + Z_1	``	1.39985*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	11.6879*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	0.850339*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	4.02447*
6	44	Z_2 → X_1	``	1.67106*
7	72	X_1 + X_1 → X_1	``	8.84649*

HoF 10 — reward: 0.390689

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	4.98817*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	6.44828*
3	2	∅ → Z_1	u_1	3*
4	201	Z_3 + Z_3 → Z_3	``	4.26086*
5	35	Z_1 → X_1 + Z_2	``	4.23522*
6	44	Z_2 → X_1	``	1.76967*
7	72	X_1 + X_1 → X_1	``	5.36019*

HoF 11 — reward: 0.390806

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	161	Z_1 + Z_3 → X_1 + Z_1	``	1.44283*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	10.9598*
3	199	Z_3 + Z_3 → Z_1	``	1.98443*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	4.46671*
6	44	Z_2 → X_1	``	1.57657*
7	72	X_1 + X_1 → X_1	``	9.04232*

HoF 12 — reward: 0.39098

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	9.8733*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	2.02518*
3	189	Z_2 + Z_3 → X_1 + Z_1	``	1.85599*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	4.00261*
6	44	Z_2 → X_1	``	1.7275*
7	72	X_1 + X_1 → X_1	``	7.39855*

HoF 13 — reward: 0.394008

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	166	Z_1 + Z_3 → Z_2 + Z_2	``	5.1292*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	4.86474*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	7.24954*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	3.92181*
6	44	Z_2 → X_1	``	1.4746*
7	72	X_1 + X_1 → X_1	``	7.77091*

HoF 14 — reward: 0.400321

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	161	Z_1 + Z_3 → X_1 + Z_1	``	1.53075*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	17.3527*
3	189	Z_2 + Z_3 → X_1 + Z_1	``	1.93033*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	2.99938*
6	44	Z_2 → X_1	``	2.24475*
7	72	X_1 + X_1 → X_1	``	7.03468*

HoF 15 — reward: 0.401378

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	115	X_1 + Z_3 → Z_1	``	5.99702*
1	15	X_1 → ∅	u_2	1*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	6.6206*
3	2	∅ → Z_1	u_1	3*
4	200	Z_3 + Z_3 → Z_2	``	4.26798*
5	35	Z_1 → X_1 + Z_2	``	4.05273*
6	44	Z_2 → X_1	``	1.46858*
7	72	X_1 + X_1 → X_1	``	6.42376*

HoF 16 — reward: 0.402805

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	119	X_1 + Z_3 → X_1 + Z_1	``	1.89676*
1	15	X_1 → ∅	u_2	1*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	2.41224*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	1.70567*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	8.53943*
6	44	Z_2 → X_1	``	0.775141*
7	72	X_1 + X_1 → X_1	``	11.7387*

HoF 17 — reward: 0.409602

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	113	X_1 + Z_3 → ∅	``	5.59354*
1	15	X_1 → ∅	u_2	1*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	7.80289*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	5.71377*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	4.39173*
6	44	Z_2 → X_1	``	1.74861*
7	72	X_1 + X_1 → X_1	``	6.9489*

HoF 18 — reward: 0.414757

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	5.70523*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	1.72101*
3	2	∅ → Z_1	u_1	3*
4	210	Z_3 + Z_3 → Z_2 + Z_3	``	0.476026*
5	35	Z_1 → X_1 + Z_2	``	3.77454*
6	44	Z_2 → X_1	``	1.51266*
7	72	X_1 + X_1 → X_1	``	6.07659*

HoF 19 — reward: 0.419122

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	5.70886*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	2.44357*
3	2	∅ → Z_1	u_1	3*
4	204	Z_3 + Z_3 → X_1 + Z_2	``	3.32994*
5	35	Z_1 → X_1 + Z_2	``	4.29691*
6	44	Z_2 → X_1	``	1.45369*
7	72	X_1 + X_1 → X_1	``	6.74793*

HoF 20 — reward: 0.423616

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	9.69101*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	2.82627*
3	199	Z_3 + Z_3 → Z_1	``	2.93278*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	5.56926*
6	44	Z_2 → X_1	``	1.72063*
7	72	X_1 + X_1 → X_1	``	7.94477*

HoF 21 — reward: 0.426411

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	115	X_1 + Z_3 → Z_1	``	1.34309*
1	15	X_1 → ∅	u_2	1*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	7.15611*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	2.48113*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	6.32644*
6	44	Z_2 → X_1	``	1.59243*
7	72	X_1 + X_1 → X_1	``	7.07552*

HoF 22 — reward: 0.42898

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	4.5037*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	3.00325*
3	2	∅ → Z_1	u_1	3*
4	35	Z_1 → X_1 + Z_2	``	2.92849*
5	44	Z_2 → X_1	``	1.53864*
6	58	Z_3 → X_1	``	1.24917*
7	72	X_1 + X_1 → X_1	``	5.37545*

HoF 23 — reward: 0.429532

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	157	Z_1 + Z_3 → Z_1	``	2.11069*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	6.79205*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	0.856558*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	3.5631*
6	44	Z_2 → X_1	``	1.48194*
7	72	X_1 + X_1 → X_1	``	6.79472*

HoF 24 — reward: 0.430775

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	5.39558*
2	199	Z_3 + Z_3 → Z_1	``	6.61752*
3	2	∅ → Z_1	u_1	3*
4	35	Z_1 → X_1 + Z_2	``	4.0069*
5	44	Z_2 → X_1	``	1.15457*
6	63	Z_3 → X_1 + Z_2	``	1.90558*
7	72	X_1 + X_1 → X_1	``	8.5841*

HoF 25 — reward: 0.439767

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	165	Z_1 + Z_3 → Z_1 + Z_2	``	5.29304*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	8.94149*
3	179	Z_2 + Z_2 → Z_1 + Z_2	``	1.4004*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	2.79354*
6	44	Z_2 → X_1	``	1.69865*
7	72	X_1 + X_1 → X_1	``	6.94014*

HoF 26 — reward: 0.450249

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	11.9259*
2	2	∅ → Z_1	u_1	3*
3	200	Z_3 + Z_3 → Z_2	``	0.945146*
4	201	Z_3 + Z_3 → Z_3	``	5.32125*
5	35	Z_1 → X_1 + Z_2	``	2.39852*
6	44	Z_2 → X_1	``	1.90918*
7	72	X_1 + X_1 → X_1	``	6.66003*

HoF 27 — reward: 0.457502

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	161	Z_1 + Z_3 → X_1 + Z_1	``	2.06956*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	9.66655*
3	2	∅ → Z_1	u_1	3*
4	35	Z_1 → X_1 + Z_2	``	4.4875*
5	44	Z_2 → X_1	``	1.7853*
6	58	Z_3 → X_1	``	1.28071*
7	72	X_1 + X_1 → X_1	``	6.55017*

HoF 28 — reward: 0.467863

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	168	Z_1 + Z_3 → Z_3 + Z_3	``	1.5741*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	6.69452*
3	2	∅ → Z_1	u_1	3*
4	35	Z_1 → X_1 + Z_2	``	5.39256*
5	44	Z_2 → X_1	``	1.06216*
6	71	X_1 + X_1 → ∅	``	0.925538*
7	72	X_1 + X_1 → X_1	``	10.7439*

HoF 29 — reward: 0.470428

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	15	X_1 → ∅	u_2	1*
1	178	Z_2 + Z_2 → Z_1 + Z_1	``	2.24465*
2	179	Z_2 + Z_2 → Z_1 + Z_2	``	5.38124*
3	2	∅ → Z_1	u_1	3*
4	200	Z_3 + Z_3 → Z_2	``	6.70573*
5	35	Z_1 → X_1 + Z_2	``	3.80973*
6	44	Z_2 → X_1	``	1.01912*
7	72	X_1 + X_1 → X_1	``	9.93381*

HoF 30 — reward: 0.482546

Inputs: ['u_1', 'u_2']
Species: ['X_1', 'Z_1', 'Z_2', 'Z_3']
Output species: ['X_1']

#	ID	Reaction	Inputs	Params
0	118	X_1 + Z_3 → X_1 + X_1	``	2.49261*
1	15	X_1 → ∅	u_2	1*
2	178	Z_2 + Z_2 → Z_1 + Z_1	``	11.1111*
3	190	Z_2 + Z_3 → X_1 + Z_2	``	3.19688*
4	2	∅ → Z_1	u_1	3*
5	35	Z_1 → X_1 + Z_2	``	2.30984*
6	44	Z_2 → X_1	``	1.90523*
7	72	X_1 + X_1 → X_1	``	6.3464*