logic

HoF 1 — reward: 0.0112464

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.102341*
2	164	X_1 + X_3 → X_3	``	11.4839*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	5.53493*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.207177*
7	365	X_4 + X_4 → X_4	``	0.773231*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.505985*

HoF 2 — reward: 0.0119733

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.414138*
2	164	X_1 + X_3 → X_3	``	2.37774*
3	2	∅ → X_2	u_2	1*
4	238	X_2 + X_2 → X_4 + X_4	``	0.916673*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.759413*
7	365	X_4 + X_4 → X_4	``	0.478381*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.494953*

HoF 3 — reward: 0.0143221

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.359197*
2	164	X_1 + X_3 → X_3	``	1.00706*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	0.810075*
5	263	X_2 + X_4 → X_2	``	0.924704*
6	3	∅ → X_3	u_3	1*
7	326	X_3 + X_4 → OUT	``	0.431349*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.505688*

HoF 4 — reward: 0.0152702

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	150	X_1 + X_2 → OUT + X_1	``	0.276245*
2	2	∅ → X_2	u_2	1*
3	21	X_1 → ∅	``	1.14435*
4	246	X_2 + X_3 → OUT	``	1.26075*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.53339*
7	365	X_4 + X_4 → X_4	``	0.743986*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.504442*

HoF 5 — reward: 0.0153098

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.132985*
2	164	X_1 + X_3 → X_3	``	0.591002*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	0.478684*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.227394*
7	361	X_4 + X_4 → ∅	``	0.483521*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.497561*

HoF 6 — reward: 0.0154845

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.658402*
2	164	X_1 + X_3 → X_3	``	2.07833*
3	2	∅ → X_2	u_2	1*
4	3	∅ → X_3	u_3	1*
5	326	X_3 + X_4 → OUT	``	0.519417*
6	365	X_4 + X_4 → X_4	``	0.764116*
7	4	∅ → X_4	u_4	1*
8	401	OUT + OUT → ∅	``	0.490891*
9	44	X_2 → X_4	``	0.507963*

HoF 7 — reward: 0.0166618

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	122	X_1 + X_1 → X_1	``	0.479016*
2	146	X_1 + X_2 → OUT	``	0.538821*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	3.00814*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.542162*
7	365	X_4 + X_4 → X_4	``	0.374785*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.498218*

HoF 8 — reward: 0.0172479

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.101972*
2	2	∅ → X_2	u_2	1*
3	246	X_2 + X_3 → OUT	``	0.283736*
4	248	X_2 + X_3 → X_1 + X_2	``	3.15401*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.193534*
7	365	X_4 + X_4 → X_4	``	1.03345*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.501334*

HoF 9 — reward: 0.0173501

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	121	X_1 + X_1 → ∅	``	0.754866*
2	146	X_1 + X_2 → OUT	``	0.421539*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	1.38455*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.419008*
7	365	X_4 + X_4 → X_4	``	0.444603*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.496102*

HoF 10 — reward: 0.0178974

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.0224825*
2	164	X_1 + X_3 → X_3	``	4.00021*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	0.134099*
5	3	∅ → X_3	u_3	1*
6	331	X_3 + X_4 → OUT + X_1	``	0.289465*
7	365	X_4 + X_4 → X_4	``	3.0157*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.519421*

HoF 11 — reward: 0.0181534

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	121	X_1 + X_1 → ∅	``	0.950529*
2	146	X_1 + X_2 → OUT	``	0.597014*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	1.18459*
5	263	X_2 + X_4 → X_2	``	0.830722*
6	3	∅ → X_3	u_3	1*
7	326	X_3 + X_4 → OUT	``	0.285525*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.486756*

HoF 12 — reward: 0.0181812

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.268701*
2	164	X_1 + X_3 → X_3	``	0.944128*
3	2	∅ → X_2	u_2	1*
4	248	X_2 + X_3 → X_1 + X_2	``	0.722116*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.915914*
7	365	X_4 + X_4 → X_4	``	0.681379*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.501579*

HoF 13 — reward: 0.0181889

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	121	X_1 + X_1 → ∅	``	0.292672*
2	146	X_1 + X_2 → OUT	``	0.89483*
3	2	∅ → X_2	u_2	1*
4	263	X_2 + X_4 → X_2	``	0.425796*
5	3	∅ → X_3	u_3	1*
6	307	X_3 + X_3 → X_1 + X_1	``	0.748754*
7	326	X_3 + X_4 → OUT	``	0.254378*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.496379*

HoF 14 — reward: 0.0185072

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	121	X_1 + X_1 → ∅	``	0.811439*
2	146	X_1 + X_2 → OUT	``	0.485374*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	2.26867*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.933646*
7	361	X_4 + X_4 → ∅	``	0.569251*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.505849*

HoF 15 — reward: 0.0190853

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.387883*
2	2	∅ → X_2	u_2	1*
3	21	X_1 → ∅	``	0.498179*
4	246	X_2 + X_3 → OUT	``	2.68773*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.231525*
7	365	X_4 + X_4 → X_4	``	0.701749*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.482166*

HoF 16 — reward: 0.0197514

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.567657*
2	164	X_1 + X_3 → X_3	``	1.10154*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	0.417932*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.495786*
7	365	X_4 + X_4 → X_4	``	0.948424*
8	4	∅ → X_4	u_4	1*
9	406	OUT + OUT → OUT	``	0.986198*

HoF 17 — reward: 0.0199323

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.259442*
2	2	∅ → X_2	u_2	1*
3	206	OUT + X_1 → OUT	``	0.669953*
4	246	X_2 + X_3 → OUT	``	3.46923*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.602898*
7	365	X_4 + X_4 → X_4	``	0.175851*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.500292*

HoF 18 — reward: 0.0201028

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.283751*
2	164	X_1 + X_3 → X_3	``	1.74484*
3	2	∅ → X_2	u_2	1*
4	299	OUT + X_2 → OUT + X_4	``	0.57866*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.418065*
7	365	X_4 + X_4 → X_4	``	2.85132*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.501522*

HoF 19 — reward: 0.0201831

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.545154*
2	164	X_1 + X_3 → X_3	``	0.749193*
3	182	X_1 + X_4 → X_1	``	1.22617*
4	2	∅ → X_2	u_2	1*
5	246	X_2 + X_3 → OUT	``	0.456304*
6	3	∅ → X_3	u_3	1*
7	326	X_3 + X_4 → OUT	``	0.47658*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.490796*

HoF 20 — reward: 0.0202492

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.960639*
2	185	X_1 + X_4 → X_4	``	1.67107*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	1.09854*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.509938*
7	365	X_4 + X_4 → X_4	``	0.97244*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.503386*

HoF 21 — reward: 0.0203485

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	122	X_1 + X_1 → X_1	``	0.34061*
2	146	X_1 + X_2 → OUT	``	0.359439*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	0.415502*
5	263	X_2 + X_4 → X_2	``	1.30221*
6	3	∅ → X_3	u_3	1*
7	326	X_3 + X_4 → OUT	``	1.03193*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.503144*

HoF 22 — reward: 0.0203878

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.367656*
2	164	X_1 + X_3 → X_3	``	0.552222*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	0.781586*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.11202*
7	386	OUT + X_4 → OUT	``	0.483588*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.498869*

HoF 23 — reward: 0.0205364

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.535226*
2	164	X_1 + X_3 → X_3	``	1.76641*
3	2	∅ → X_2	u_2	1*
4	3	∅ → X_3	u_3	1*
5	326	X_3 + X_4 → OUT	``	0.562571*
6	365	X_4 + X_4 → X_4	``	0.924149*
7	4	∅ → X_4	u_4	1*
8	401	OUT + OUT → ∅	``	0.49582*
9	58	X_2 → X_4 + X_4	``	1.04073*

HoF 24 — reward: 0.0210072

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.632873*
2	164	X_1 + X_3 → X_3	``	0.587782*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	0.990274*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.172213*
7	365	X_4 + X_4 → X_4	``	2.94752*
8	4	∅ → X_4	u_4	1*
9	419	OUT + OUT → X_4 + X_4	``	0.507845*

HoF 25 — reward: 0.0214119

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	122	X_1 + X_1 → X_1	``	0.470224*
2	146	X_1 + X_2 → OUT	``	0.183147*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	3.75523*
5	3	∅ → X_3	u_3	1*
6	331	X_3 + X_4 → OUT + X_1	``	0.755789*
7	365	X_4 + X_4 → X_4	``	0.482601*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.514842*

HoF 26 — reward: 0.0214795

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.597144*
2	164	X_1 + X_3 → X_3	``	0.599137*
3	2	∅ → X_2	u_2	1*
4	238	X_2 + X_2 → X_4 + X_4	``	0.710173*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.505818*
7	386	OUT + X_4 → OUT	``	0.824112*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.455757*

HoF 27 — reward: 0.0215425

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	122	X_1 + X_1 → X_1	``	0.525003*
2	146	X_1 + X_2 → OUT	``	0.345008*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	1.29499*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.548903*
7	361	X_4 + X_4 → ∅	``	0.534241*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.511575*

HoF 28 — reward: 0.0219751

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.669597*
2	164	X_1 + X_3 → X_3	``	0.869882*
3	2	∅ → X_2	u_2	1*
4	246	X_2 + X_3 → OUT	``	0.921497*
5	3	∅ → X_3	u_3	1*
6	326	X_3 + X_4 → OUT	``	0.487764*
7	4	∅ → X_4	u_4	1*
8	401	OUT + OUT → ∅	``	0.504021*
9	81	X_4 → ∅	``	0.518517*

HoF 29 — reward: 0.0220065

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.129273*
2	2	∅ → X_2	u_2	1*
3	21	X_1 → ∅	``	0.360146*
4	246	X_2 + X_3 → OUT	``	0.554099*
5	263	X_2 + X_4 → X_2	``	2.25535*
6	3	∅ → X_3	u_3	1*
7	326	X_3 + X_4 → OUT	``	0.538984*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.509266*

HoF 30 — reward: 0.0221614

Inputs: ['u_1', 'u_2', 'u_3', 'u_4']
Species: ['OUT', 'X_1', 'X_2', 'X_3', 'X_4']
Output species: ['OUT']

#	ID	Reaction	Inputs	Params
0	1	∅ → X_1	u_1	1*
1	146	X_1 + X_2 → OUT	``	0.196473*
2	2	∅ → X_2	u_2	1*
3	206	OUT + X_1 → OUT	``	0.779129*
4	246	X_2 + X_3 → OUT	``	0.479929*
5	263	X_2 + X_4 → X_2	``	0.595382*
6	3	∅ → X_3	u_3	1*
7	326	X_3 + X_4 → OUT	``	0.256293*
8	4	∅ → X_4	u_4	1*
9	401	OUT + OUT → ∅	``	0.506495*