ssa_robust

HoF 1 — reward: 0.302816

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

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	``	0.912907*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.10214*
3	18	X_1 → Z_3	``	0.997709*
4	181	Z_2 + Z_2 → Z_2 + Z_3	``	1.17968*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.21107*
7	72	X_1 + X_1 → X_1	``	1.66429*

HoF 2 — reward: 0.30335

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

#	ID	Reaction	Inputs	Params
0	111	X_1 + Z_2 → Z_2 + Z_3	``	0.98005*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	0.831706*
3	18	X_1 → Z_3	``	0.994497*
4	191	Z_2 + Z_3 → X_1 + Z_3	``	0.950657*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.10801*
7	72	X_1 + X_1 → X_1	``	1.59461*

HoF 3 — reward: 0.305979

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	156	Z_1 + Z_3 → X_1	``	2.1407*
2	18	X_1 → Z_3	``	0.996959*
3	188	Z_2 + Z_3 → X_1 + X_1	``	1.13254*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	1.05584*
6	44	Z_2 → X_1	``	0.977165*
7	72	X_1 + X_1 → X_1	``	1.29499*

HoF 4 — reward: 0.306322

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	``	0.8647*
1	112	X_1 + Z_2 → Z_3 + Z_3	``	0.836977*
2	15	X_1 → ∅	u_2	1*
3	156	Z_1 + Z_3 → X_1	``	1.06716*
4	18	X_1 → Z_3	``	0.994754*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	0.950042*
7	72	X_1 + X_1 → X_1	``	1.49897*

HoF 5 — reward: 0.306762

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

#	ID	Reaction	Inputs	Params
0	143	Z_1 + Z_2 → Z_1	``	1.09665*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.16398*
3	18	X_1 → Z_3	``	0.995791*
4	180	Z_2 + Z_2 → Z_1 + Z_3	``	1.70658*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.04868*
7	72	X_1 + X_1 → X_1	``	1.42753*

HoF 6 — reward: 0.307731

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	156	Z_1 + Z_3 → X_1	``	1.03815*
2	18	X_1 → Z_3	``	0.995814*
3	194	Z_2 + Z_3 → Z_1 + Z_3	``	0.796597*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	1.14266*
6	43	Z_2 → ∅	``	1.37459*
7	72	X_1 + X_1 → X_1	``	1.47544*

HoF 7 — reward: 0.310442

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	154	Z_1 + Z_2 → Z_3 + Z_3	``	0.933475*
2	156	Z_1 + Z_3 → X_1	``	1.35374*
3	18	X_1 → Z_3	``	0.997853*
4	196	Z_2 + Z_3 → Z_3 + Z_3	``	1.18277*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	0.988268*
7	72	X_1 + X_1 → X_1	``	1.33157*

HoF 8 — reward: 0.311096

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	156	Z_1 + Z_3 → X_1	``	1.10463*
2	18	X_1 → Z_3	``	0.997066*
3	184	Z_2 + Z_3 → X_1	``	0.871203*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	0.787966*
6	50	Z_2 → X_1 + Z_3	``	1.2599*
7	72	X_1 + X_1 → X_1	``	1.13749*

HoF 9 — reward: 0.311563

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

#	ID	Reaction	Inputs	Params
0	104	X_1 + Z_2 → X_1 + X_1	``	1.36195*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.08169*
3	18	X_1 → Z_3	``	0.995341*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	0.837464*
6	43	Z_2 → ∅	``	1.03479*
7	72	X_1 + X_1 → X_1	``	1.31288*

HoF 10 — reward: 0.314869

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	155	Z_1 + Z_3 → ∅	``	1.18268*
2	156	Z_1 + Z_3 → X_1	``	1.52762*
3	18	X_1 → Z_3	``	0.996888*
4	194	Z_2 + Z_3 → Z_1 + Z_3	``	1.31818*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.2673*
7	72	X_1 + X_1 → X_1	``	1.91839*

HoF 11 — reward: 0.315855

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

#	ID	Reaction	Inputs	Params
0	143	Z_1 + Z_2 → Z_1	``	1.13771*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.06442*
3	162	Z_1 + Z_3 → X_1 + Z_2	``	1.06449*
4	18	X_1 → Z_3	``	0.996076*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	0.941381*
7	72	X_1 + X_1 → X_1	``	1.45655*

HoF 12 — reward: 0.316953

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	``	1.37441*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	0.784517*
3	18	X_1 → Z_3	``	0.997564*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	0.782936*
6	48	Z_2 → X_1 + Z_1	``	1.04416*
7	72	X_1 + X_1 → X_1	``	1.25496*

HoF 13 — reward: 0.318202

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	``	0.787022*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.10683*
3	18	X_1 → Z_3	``	0.996304*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	0.811582*
6	51	Z_2 → Z_1 + Z_1	``	0.93056*
7	72	X_1 + X_1 → X_1	``	1.32053*

HoF 14 — reward: 0.318802

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 → ∅	``	1.17162*
1	145	Z_1 + Z_2 → Z_3	``	1.17005*
2	15	X_1 → ∅	u_2	1*
3	156	Z_1 + Z_3 → X_1	``	0.943878*
4	18	X_1 → Z_3	``	0.993492*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.34574*
7	72	X_1 + X_1 → X_1	``	1.85895*

HoF 15 — reward: 0.321336

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	156	Z_1 + Z_3 → X_1	``	1.15013*
2	18	X_1 → Z_3	``	1.00274*
3	180	Z_2 + Z_2 → Z_1 + Z_3	``	1.22061*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	1.10593*
6	43	Z_2 → ∅	``	1.07766*
7	72	X_1 + X_1 → X_1	``	1.64127*

HoF 16 — reward: 0.322874

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

#	ID	Reaction	Inputs	Params
0	101	X_1 + Z_2 → Z_1	``	0.842613*
1	104	X_1 + Z_2 → X_1 + X_1	``	0.818479*
2	15	X_1 → ∅	u_2	1*
3	156	Z_1 + Z_3 → X_1	``	1.24364*
4	18	X_1 → Z_3	``	0.997196*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.0103*
7	72	X_1 + X_1 → X_1	``	1.91101*

HoF 17 — reward: 0.323207

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	``	1.11338*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	0.973616*
3	18	X_1 → Z_3	``	1.00174*
4	191	Z_2 + Z_3 → X_1 + Z_3	``	1.20107*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	0.999713*
7	72	X_1 + X_1 → X_1	``	1.74278*

HoF 18 — reward: 0.325048

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	156	Z_1 + Z_3 → X_1	``	0.706155*
2	18	X_1 → Z_3	``	0.996069*
3	183	Z_2 + Z_3 → ∅	``	0.881972*
4	186	Z_2 + Z_3 → Z_2	``	0.74202*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	0.861604*
7	72	X_1 + X_1 → X_1	``	1.50672*

HoF 19 — reward: 0.325975

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

#	ID	Reaction	Inputs	Params
0	104	X_1 + Z_2 → X_1 + X_1	``	1.58963*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.09386*
3	18	X_1 → Z_3	``	1.0033*
4	193	Z_2 + Z_3 → Z_1 + Z_2	``	1.15776*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.05961*
7	72	X_1 + X_1 → X_1	``	1.68399*

HoF 20 — reward: 0.330396

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

#	ID	Reaction	Inputs	Params
0	106	X_1 + Z_2 → X_1 + Z_3	``	1.16194*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.53469*
3	18	X_1 → Z_3	``	0.990247*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	0.738315*
6	44	Z_2 → X_1	``	1.2008*
7	72	X_1 + X_1 → X_1	``	1.37719*

HoF 21 — reward: 0.333834

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	151	Z_1 + Z_2 → Z_1 + Z_3	``	0.70337*
2	156	Z_1 + Z_3 → X_1	``	1.51842*
3	18	X_1 → Z_3	``	0.994539*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	0.596612*
6	51	Z_2 → Z_1 + Z_1	``	1.76167*
7	72	X_1 + X_1 → X_1	``	1.1188*

HoF 22 — reward: 0.33542

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	156	Z_1 + Z_3 → X_1	``	0.693155*
2	18	X_1 → Z_3	``	1.00217*
3	183	Z_2 + Z_3 → ∅	``	0.778566*
4	195	Z_2 + Z_3 → Z_2 + Z_2	``	1.08099*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.03978*
7	72	X_1 + X_1 → X_1	``	1.89578*

HoF 23 — reward: 0.336523

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	156	Z_1 + Z_3 → X_1	``	1.17364*
2	18	X_1 → Z_3	``	0.990137*
3	180	Z_2 + Z_2 → Z_1 + Z_3	``	1.5645*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	0.958768*
6	72	X_1 + X_1 → X_1	``	1.10583*
7	77	X_1 + X_1 → X_1 + Z_2	``	1.73818*

HoF 24 — reward: 0.338161

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

#	ID	Reaction	Inputs	Params
0	0	∅ → ∅	``	1.25488*
1	143	Z_1 + Z_2 → Z_1	``	1.06425*
2	15	X_1 → ∅	u_2	1*
3	156	Z_1 + Z_3 → X_1	``	0.932638*
4	18	X_1 → Z_3	``	0.997172*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	0.679078*
7	72	X_1 + X_1 → X_1	``	1.30226*

HoF 25 — reward: 0.342905

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

#	ID	Reaction	Inputs	Params
0	104	X_1 + Z_2 → X_1 + X_1	``	1.08068*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	0.937054*
3	171	Z_2 + Z_2 → Z_1	``	0.776011*
4	18	X_1 → Z_3	``	0.99288*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	0.656837*
7	72	X_1 + X_1 → X_1	``	1.31608*

HoF 26 — reward: 0.343213

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

#	ID	Reaction	Inputs	Params
0	147	Z_1 + Z_2 → X_1 + Z_1	``	0.825638*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.44113*
3	174	Z_2 + Z_2 → X_1 + X_1	``	0.891812*
4	18	X_1 → Z_3	``	0.999758*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	1.0128*
7	72	X_1 + X_1 → X_1	``	1.96671*

HoF 27 — reward: 0.351272

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 → ∅	``	0.963066*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.01576*
3	18	X_1 → Z_3	``	0.996194*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	1.10909*
6	72	X_1 + X_1 → X_1	``	1.2224*
7	81	X_1 + X_1 → Z_1 + Z_3	``	1.11517*

HoF 28 — reward: 0.353054

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

#	ID	Reaction	Inputs	Params
0	143	Z_1 + Z_2 → Z_1	``	1.13894*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	1.21888*
3	18	X_1 → Z_3	``	0.996524*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	1.21952*
6	72	X_1 + X_1 → X_1	``	1.41447*
7	81	X_1 + X_1 → Z_1 + Z_3	``	1.30037*

HoF 29 — reward: 0.354247

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

#	ID	Reaction	Inputs	Params
0	104	X_1 + Z_2 → X_1 + X_1	``	0.845917*
1	143	Z_1 + Z_2 → Z_1	``	1.20326*
2	15	X_1 → ∅	u_2	1*
3	156	Z_1 + Z_3 → X_1	``	0.999066*
4	18	X_1 → Z_3	``	0.999568*
5	2	∅ → Z_1	u_1	3*
6	34	Z_1 → X_1 + Z_1	``	0.650265*
7	72	X_1 + X_1 → X_1	``	1.32049*

HoF 30 — reward: 0.376525

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

#	ID	Reaction	Inputs	Params
0	143	Z_1 + Z_2 → Z_1	``	1.24897*
1	15	X_1 → ∅	u_2	1*
2	156	Z_1 + Z_3 → X_1	``	0.906224*
3	18	X_1 → Z_3	``	1.003*
4	2	∅ → Z_1	u_1	3*
5	34	Z_1 → X_1 + Z_1	``	0.879471*
6	43	Z_2 → ∅	``	0.560866*
7	72	X_1 + X_1 → X_1	``	1.81026*