ssa_robust

HoF 1 — reward: 0.327164

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

#	ID	Reaction	Inputs	Params
0	10	∅ → Z_1 + Z_2	``	0.316702*
1	141	Z_1 + Z_2 → ∅	``	0.71849*
2	15	X_1 → ∅	u_2	1*
3	189	Z_2 + Z_3 → X_1 + Z_1	``	0.593913*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.499152*
6	34	Z_1 → X_1 + Z_1	``	0.650256*
7	72	X_1 + X_1 → X_1	``	0.945901*

HoF 2 — reward: 0.330758

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.454772*
1	15	X_1 → ∅	u_2	1*
2	166	Z_1 + Z_3 → Z_2 + Z_2	``	0.737735*
3	189	Z_2 + Z_3 → X_1 + Z_1	``	0.678102*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.497205*
6	34	Z_1 → X_1 + Z_1	``	1.17558*
7	72	X_1 + X_1 → X_1	``	2.27876*

HoF 3 — reward: 0.334486

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

#	ID	Reaction	Inputs	Params
0	10	∅ → Z_1 + Z_2	``	0.659002*
1	141	Z_1 + Z_2 → ∅	``	0.472345*
2	15	X_1 → ∅	u_2	1*
3	197	Z_3 + Z_3 → ∅	``	0.757081*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.498604*
6	34	Z_1 → X_1 + Z_1	``	0.578622*
7	72	X_1 + X_1 → X_1	``	0.834661*

HoF 4 — reward: 0.338157

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.610938*
1	15	X_1 → ∅	u_2	1*
2	163	Z_1 + Z_3 → X_1 + Z_3	``	0.633138*
3	189	Z_2 + Z_3 → X_1 + Z_1	``	0.552166*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.497685*
6	34	Z_1 → X_1 + Z_1	``	0.545187*
7	72	X_1 + X_1 → X_1	``	0.746378*

HoF 5 — reward: 0.339056

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

#	ID	Reaction	Inputs	Params
0	0	∅ → ∅	``	0.997726*
1	10	∅ → Z_1 + Z_2	``	0.296742*
2	141	Z_1 + Z_2 → ∅	``	0.404649*
3	15	X_1 → ∅	u_2	1*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.497783*
6	34	Z_1 → X_1 + Z_1	``	0.607154*
7	72	X_1 + X_1 → X_1	``	0.780198*

HoF 6 — reward: 0.341536

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

#	ID	Reaction	Inputs	Params
0	126	X_1 + Z_3 → Z_3 + Z_3	``	0.45868*
1	141	Z_1 + Z_2 → ∅	``	0.38654*
2	15	X_1 → ∅	u_2	1*
3	2	∅ → Z_1	u_1	3*
4	26	X_1 → Z_2 + Z_2	``	0.497474*
5	34	Z_1 → X_1 + Z_1	``	0.706483*
6	63	Z_3 → X_1 + Z_2	``	0.463178*
7	72	X_1 + X_1 → X_1	``	0.943011*

HoF 7 — reward: 0.343002

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

#	ID	Reaction	Inputs	Params
0	10	∅ → Z_1 + Z_2	``	0.541313*
1	141	Z_1 + Z_2 → ∅	``	0.4749*
2	142	Z_1 + Z_2 → X_1	``	0.847926*
3	15	X_1 → ∅	u_2	1*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.496657*
6	34	Z_1 → X_1 + Z_1	``	0.496788*
7	72	X_1 + X_1 → X_1	``	0.742919*

HoF 8 — reward: 0.344473

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

#	ID	Reaction	Inputs	Params
0	124	X_1 + Z_3 → Z_2 + Z_2	``	0.475169*
1	141	Z_1 + Z_2 → ∅	``	0.593531*
2	15	X_1 → ∅	u_2	1*
3	2	∅ → Z_1	u_1	3*
4	26	X_1 → Z_2 + Z_2	``	0.49812*
5	34	Z_1 → X_1 + Z_1	``	0.796534*
6	60	Z_3 → Z_2	``	0.760516*
7	72	X_1 + X_1 → X_1	``	1.25585*

HoF 9 — reward: 0.345676

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.486753*
1	15	X_1 → ∅	u_2	1*
2	2	∅ → Z_1	u_1	3*
3	204	Z_3 + Z_3 → X_1 + Z_2	``	0.519345*
4	26	X_1 → Z_2 + Z_2	``	0.49954*
5	34	Z_1 → X_1 + Z_1	``	0.530678*
6	63	Z_3 → X_1 + Z_2	``	0.757723*
7	72	X_1 + X_1 → X_1	``	0.775758*

HoF 10 — reward: 0.347039

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

#	ID	Reaction	Inputs	Params
0	142	Z_1 + Z_2 → X_1	``	0.392581*
1	15	X_1 → ∅	u_2	1*
2	186	Z_2 + Z_3 → Z_2	``	0.267446*
3	197	Z_3 + Z_3 → ∅	``	0.277948*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.496543*
6	34	Z_1 → X_1 + Z_1	``	0.492664*
7	72	X_1 + X_1 → X_1	``	1.01953*

HoF 11 — reward: 0.349054

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.486861*
1	15	X_1 → ∅	u_2	1*
2	199	Z_3 + Z_3 → Z_1	``	0.543987*
3	2	∅ → Z_1	u_1	3*
4	26	X_1 → Z_2 + Z_2	``	0.497032*
5	34	Z_1 → X_1 + Z_1	``	0.517147*
6	63	Z_3 → X_1 + Z_2	``	1.17712*
7	72	X_1 + X_1 → X_1	``	0.874826*

HoF 12 — reward: 0.350668

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

#	ID	Reaction	Inputs	Params
0	142	Z_1 + Z_2 → X_1	``	0.51852*
1	15	X_1 → ∅	u_2	1*
2	183	Z_2 + Z_3 → ∅	``	0.464729*
3	197	Z_3 + Z_3 → ∅	``	0.499398*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.497276*
6	34	Z_1 → X_1 + Z_1	``	0.567296*
7	72	X_1 + X_1 → X_1	``	1.13693*

HoF 13 — reward: 0.351878

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	``	0.653486*
1	142	Z_1 + Z_2 → X_1	``	0.584962*
2	15	X_1 → ∅	u_2	1*
3	189	Z_2 + Z_3 → X_1 + Z_1	``	0.530751*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.500149*
6	34	Z_1 → X_1 + Z_1	``	0.507272*
7	72	X_1 + X_1 → X_1	``	0.750408*

HoF 14 — reward: 0.351887

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	``	0.443467*
1	141	Z_1 + Z_2 → ∅	``	0.507993*
2	142	Z_1 + Z_2 → X_1	``	0.830255*
3	15	X_1 → ∅	u_2	1*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.497595*
6	34	Z_1 → X_1 + Z_1	``	0.712344*
7	72	X_1 + X_1 → X_1	``	1.10701*

HoF 15 — reward: 0.35719

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

#	ID	Reaction	Inputs	Params
0	102	X_1 + Z_2 → Z_2	``	0.495655*
1	141	Z_1 + Z_2 → ∅	``	0.567633*
2	149	Z_1 + Z_2 → X_1 + Z_3	``	0.539649*
3	15	X_1 → ∅	u_2	1*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.500025*
6	34	Z_1 → X_1 + Z_1	``	0.445551*
7	72	X_1 + X_1 → X_1	``	0.728464*

HoF 16 — reward: 0.361705

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

#	ID	Reaction	Inputs	Params
0	102	X_1 + Z_2 → Z_2	``	0.598944*
1	142	Z_1 + Z_2 → X_1	``	0.420205*
2	15	X_1 → ∅	u_2	1*
3	2	∅ → Z_1	u_1	3*
4	26	X_1 → Z_2 + Z_2	``	0.501472*
5	34	Z_1 → X_1 + Z_1	``	0.613981*
6	57	Z_3 → ∅	``	0.358258*
7	72	X_1 + X_1 → X_1	``	0.968347*

HoF 17 — reward: 0.362344

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.505963*
1	15	X_1 → ∅	u_2	1*
2	183	Z_2 + Z_3 → ∅	``	0.529878*
3	2	∅ → Z_1	u_1	3*
4	26	X_1 → Z_2 + Z_2	``	0.494783*
5	34	Z_1 → X_1 + Z_1	``	0.592723*
6	59	Z_3 → Z_1	``	0.55935*
7	72	X_1 + X_1 → X_1	``	1.14609*

HoF 18 — reward: 0.362545

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

#	ID	Reaction	Inputs	Params
0	142	Z_1 + Z_2 → X_1	``	0.491296*
1	15	X_1 → ∅	u_2	1*
2	2	∅ → Z_1	u_1	3*
3	210	Z_3 + Z_3 → Z_2 + Z_3	``	0.378274*
4	24	X_1 → Z_1 + Z_2	``	0.284216*
5	26	X_1 → Z_2 + Z_2	``	0.499668*
6	34	Z_1 → X_1 + Z_1	``	0.527864*
7	72	X_1 + X_1 → X_1	``	1.11432*

HoF 19 — reward: 0.365982

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	``	0.607442*
1	141	Z_1 + Z_2 → ∅	``	0.653034*
2	142	Z_1 + Z_2 → X_1	``	0.410051*
3	15	X_1 → ∅	u_2	1*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.49682*
6	34	Z_1 → X_1 + Z_1	``	0.392782*
7	72	X_1 + X_1 → X_1	``	0.682308*

HoF 20 — reward: 0.371112

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.424056*
1	142	Z_1 + Z_2 → X_1	``	0.578409*
2	15	X_1 → ∅	u_2	1*
3	2	∅ → Z_1	u_1	3*
4	26	X_1 → Z_2 + Z_2	``	0.494955*
5	34	Z_1 → X_1 + Z_1	``	0.544232*
6	66	Z_3 → Z_1 + Z_2	``	0.475228*
7	72	X_1 + X_1 → X_1	``	1.24285*

HoF 21 — reward: 0.371246

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.697025*
1	142	Z_1 + Z_2 → X_1	``	0.570243*
2	15	X_1 → ∅	u_2	1*
3	183	Z_2 + Z_3 → ∅	``	0.443271*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.497849*
6	34	Z_1 → X_1 + Z_1	``	0.454149*
7	72	X_1 + X_1 → X_1	``	0.937873*

HoF 22 — reward: 0.373821

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.562316*
1	15	X_1 → ∅	u_2	1*
2	183	Z_2 + Z_3 → ∅	``	0.528149*
3	2	∅ → Z_1	u_1	3*
4	26	X_1 → Z_2 + Z_2	``	0.499194*
5	34	Z_1 → X_1 + Z_1	``	0.557083*
6	66	Z_3 → Z_1 + Z_2	``	0.558559*
7	72	X_1 + X_1 → X_1	``	1.06362*

HoF 23 — reward: 0.378327

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.52057*
1	142	Z_1 + Z_2 → X_1	``	0.443935*
2	149	Z_1 + Z_2 → X_1 + Z_3	``	0.509405*
3	15	X_1 → ∅	u_2	1*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.501378*
6	34	Z_1 → X_1 + Z_1	``	0.54508*
7	72	X_1 + X_1 → X_1	``	1.13347*

HoF 24 — reward: 0.383021

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.484858*
1	15	X_1 → ∅	u_2	1*
2	183	Z_2 + Z_3 → ∅	``	0.474583*
3	186	Z_2 + Z_3 → Z_2	``	0.509088*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.494462*
6	34	Z_1 → X_1 + Z_1	``	0.456628*
7	72	X_1 + X_1 → X_1	``	0.915692*

HoF 25 — reward: 0.385631

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.599287*
1	149	Z_1 + Z_2 → X_1 + Z_3	``	0.758159*
2	15	X_1 → ∅	u_2	1*
3	197	Z_3 + Z_3 → ∅	``	0.829622*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.499348*
6	34	Z_1 → X_1 + Z_1	``	0.472007*
7	72	X_1 + X_1 → X_1	``	1.02761*

HoF 26 — reward: 0.39115

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.524215*
1	142	Z_1 + Z_2 → X_1	``	0.564662*
2	15	X_1 → ∅	u_2	1*
3	164	Z_1 + Z_3 → Z_1 + Z_1	``	0.519214*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.492264*
6	34	Z_1 → X_1 + Z_1	``	0.500737*
7	72	X_1 + X_1 → X_1	``	1.14681*

HoF 27 — reward: 0.393867

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

#	ID	Reaction	Inputs	Params
0	142	Z_1 + Z_2 → X_1	``	0.488386*
1	15	X_1 → ∅	u_2	1*
2	197	Z_3 + Z_3 → ∅	``	0.605598*
3	2	∅ → Z_1	u_1	3*
4	26	X_1 → Z_2 + Z_2	``	0.491862*
5	34	Z_1 → X_1 + Z_1	``	0.487074*
6	72	X_1 + X_1 → X_1	``	0.530518*
7	78	X_1 + X_1 → X_1 + Z_3	``	0.724878*

HoF 28 — reward: 0.399662

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

#	ID	Reaction	Inputs	Params
0	141	Z_1 + Z_2 → ∅	``	0.513915*
1	142	Z_1 + Z_2 → X_1	``	0.572315*
2	15	X_1 → ∅	u_2	1*
3	2	∅ → Z_1	u_1	3*
4	200	Z_3 + Z_3 → Z_2	``	0.412477*
5	26	X_1 → Z_2 + Z_2	``	0.492841*
6	34	Z_1 → X_1 + Z_1	``	0.553264*
7	72	X_1 + X_1 → X_1	``	1.3097*

HoF 29 — reward: 0.401497

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	``	0.554587*
1	141	Z_1 + Z_2 → ∅	``	0.49619*
2	15	X_1 → ∅	u_2	1*
3	162	Z_1 + Z_3 → X_1 + Z_2	``	0.525759*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.493589*
6	34	Z_1 → X_1 + Z_1	``	0.531942*
7	72	X_1 + X_1 → X_1	``	1.20446*

HoF 30 — reward: 0.402025

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	``	0.586978*
1	142	Z_1 + Z_2 → X_1	``	0.944309*
2	15	X_1 → ∅	u_2	1*
3	183	Z_2 + Z_3 → ∅	``	0.522279*
4	2	∅ → Z_1	u_1	3*
5	26	X_1 → Z_2 + Z_2	``	0.49307*
6	34	Z_1 → X_1 + Z_1	``	0.447807*
7	72	X_1 + X_1 → X_1	``	1.13968*