Matching-Controllable Recurrent State Space / results.json

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  1{
  2  "seed": 1502,
  3  "structural": [
  4    {
  5      "design": "matched",
  6      "reachable": 10,
  7      "n": 10,
  8      "core_nonzero": 10,
  9      "matching": 10,
 10      "row_saturating": true
 11    },
 12    {
 13      "design": "unmatched",
 14      "reachable": 10,
 15      "n": 10,
 16      "core_nonzero": 10,
 17      "matching": 2,
 18      "row_saturating": false
 19    },
 20    {
 21      "design": "inaccessible",
 22      "reachable": 9,
 23      "n": 10,
 24      "core_nonzero": 9,
 25      "matching": 9,
 26      "row_saturating": false
 27    },
 28    {
 29      "design": "random",
 30      "reachable": 10,
 31      "n": 10,
 32      "core_nonzero": 125,
 33      "matching": 10,
 34      "row_saturating": true
 35    }
 36  ],
 37  "gramian_sweep": [
 38    {
 39      "design": "matched",
 40      "mean_ctrb_rank": 10.0,
 41      "mean_gramian_rank": 9.25,
 42      "min_gramian_rank": 7,
 43      "mean_lambda_min": 1.4744208487949544e-06,
 44      "median_lambda_min": 3.8187774199632105e-08
 45    },
 46    {
 47      "design": "unmatched",
 48      "mean_ctrb_rank": 2.0,
 49      "mean_gramian_rank": 2.0,
 50      "min_gramian_rank": 2,
 51      "mean_lambda_min": -7.711602072991294e-15,
 52      "median_lambda_min": -3.514073166814658e-15
 53    },
 54    {
 55      "design": "inaccessible",
 56      "mean_ctrb_rank": 9.0,
 57      "mean_gramian_rank": 5.25,
 58      "min_gramian_rank": 3,
 59      "mean_lambda_min": 0.0,
 60      "median_lambda_min": 0.0
 61    },
 62    {
 63      "design": "random",
 64      "mean_ctrb_rank": 9.0,
 65      "mean_gramian_rank": 8.75,
 66      "min_gramian_rank": 8,
 67      "mean_lambda_min": -2.5771304018052742e-12,
 68      "median_lambda_min": 9.90252208757925e-15
 69    }
 70  ],
 71  "matched_horizon_sweep": [
 72    {
 73      "T": 0.25,
 74      "lambda_min": 2.305666892618354e-22,
 75      "lambda_max": 0.06758096718337876,
 76      "normalized_lambda_min": 3.411710410065605e-21,
 77      "rank": 4
 78    },
 79    {
 80      "T": 0.5,
 81      "lambda_min": 1.1804620864251296e-19,
 82      "lambda_max": 0.1351918247242668,
 83      "normalized_lambda_min": 8.73175644187631e-19,
 84      "rank": 4
 85    },
 86    {
 87      "T": 1,
 88      "lambda_min": 6.043155805671134e-17,
 89      "lambda_max": 0.27062318792113427,
 90      "normalized_lambda_min": 2.233051739613771e-16,
 91      "rank": 6
 92    },
 93    {
 94      "T": 2,
 95      "lambda_min": 3.0924045672117935e-14,
 96      "lambda_max": 0.5431760901554346,
 97      "normalized_lambda_min": 5.693189783679313e-14,
 98      "rank": 6
 99    },
100    {
101      "T": 4,
102      "lambda_min": 1.5795851897044102e-11,
103      "lambda_max": 1.10223463146478,
104      "normalized_lambda_min": 1.4330752678359146e-11,
105      "rank": 8
106    },
107    {
108      "T": 8,
109      "lambda_min": 7.990126016306524e-09,
110      "lambda_max": 2.3489309975259074,
111      "normalized_lambda_min": 3.4016009941213256e-09,
112      "rank": 9
113    }
114  ],
115  "horizon_controllability_sweep": [
116    {
117      "design": "matched",
118      "horizon": 1,
119      "rank": 2,
120      "min_nonzero_singular": 0.3044768777114372
121    },
122    {
123      "design": "matched",
124      "horizon": 2,
125      "rank": 4,
126      "min_nonzero_singular": 0.0357013246157235
127    },
128    {
129      "design": "matched",
130      "horizon": 3,
131      "rank": 6,
132      "min_nonzero_singular": 0.004088683386890841
133    },
134    {
135      "design": "matched",
136      "horizon": 4,
137      "rank": 8,
138      "min_nonzero_singular": 0.0006347821119892803
139    },
140    {
141      "design": "matched",
142      "horizon": 5,
143      "rank": 10,
144      "min_nonzero_singular": 3.920146419311282e-05
145    },
146    {
147      "design": "matched",
148      "horizon": 6,
149      "rank": 10,
150      "min_nonzero_singular": 3.920146419311282e-05
151    },
152    {
153      "design": "matched",
154      "horizon": 8,
155      "rank": 10,
156      "min_nonzero_singular": 3.920146419311282e-05
157    },
158    {
159      "design": "matched",
160      "horizon": 10,
161      "rank": 10,
162      "min_nonzero_singular": 3.920146419311282e-05
163    },
164    {
165      "design": "unmatched",
166      "horizon": 1,
167      "rank": 1,
168      "min_nonzero_singular": 0.3044768777114372
169    },
170    {
171      "design": "unmatched",
172      "horizon": 2,
173      "rank": 2,
174      "min_nonzero_singular": 0.2861480895156093
175    },
176    {
177      "design": "unmatched",
178      "horizon": 3,
179      "rank": 2,
180      "min_nonzero_singular": 0.2861480895156093
181    },
182    {
183      "design": "unmatched",
184      "horizon": 4,
185      "rank": 2,
186      "min_nonzero_singular": 0.2861480895156093
187    },
188    {
189      "design": "unmatched",
190      "horizon": 5,
191      "rank": 2,
192      "min_nonzero_singular": 0.2861480895156093
193    },
194    {
195      "design": "unmatched",
196      "horizon": 6,
197      "rank": 2,
198      "min_nonzero_singular": 0.2861480895156093
199    },
200    {
201      "design": "unmatched",
202      "horizon": 8,
203      "rank": 2,
204      "min_nonzero_singular": 0.2861480895156093
205    },
206    {
207      "design": "unmatched",
208      "horizon": 10,
209      "rank": 2,
210      "min_nonzero_singular": 0.2861480895156093
211    },
212    {
213      "design": "inaccessible",
214      "horizon": 1,
215      "rank": 1,
216      "min_nonzero_singular": 0.3044768777114372
217    },
218    {
219      "design": "inaccessible",
220      "horizon": 2,
221      "rank": 2,
222      "min_nonzero_singular": 0.04763093747028885
223    },
224    {
225      "design": "inaccessible",
226      "horizon": 3,
227      "rank": 3,
228      "min_nonzero_singular": 0.003576054447965049
229    },
230    {
231      "design": "inaccessible",
232      "horizon": 4,
233      "rank": 4,
234      "min_nonzero_singular": 0.001117511929278903
235    },
236    {
237      "design": "inaccessible",
238      "horizon": 5,
239      "rank": 5,
240      "min_nonzero_singular": 2.7173470102377014e-05
241    },
242    {
243      "design": "inaccessible",
244      "horizon": 6,
245      "rank": 6,
246      "min_nonzero_singular": 1.6382671428581099e-06
247    },
248    {
249      "design": "inaccessible",
250      "horizon": 8,
251      "rank": 8,
252      "min_nonzero_singular": 1.0726632771101887e-08
253    },
254    {
255      "design": "inaccessible",
256      "horizon": 10,
257      "rank": 9,
258      "min_nonzero_singular": 1.519551118083831e-09
259    }
260  ],
261  "baseline_comparison": [
262    {
263      "design": "matching",
264      "rank": 10,
265      "lambda_min": 1.8061540249835195e-07
266    },
267    {
268      "design": "random_sparse",
269      "rank": 9,
270      "lambda_min": 4.3144444864294774e-05
271    },
272    {
273      "design": "matching",
274      "rank": 7,
275      "lambda_min": 2.8519836274807497e-13
276    },
277    {
278      "design": "random_sparse",
279      "rank": 10,
280      "lambda_min": 3.197166506570611e-05
281    },
282    {
283      "design": "matching",
284      "rank": 10,
285      "lambda_min": 8.347982762863937e-06
286    },
287    {
288      "design": "random_sparse",
289      "rank": 9,
290      "lambda_min": 5.9121147045837824e-08
291    },
292    {
293      "design": "matching",
294      "rank": 10,
295      "lambda_min": 3.1810950647869205e-06
296    },
297    {
298      "design": "random_sparse",
299      "rank": 10,
300      "lambda_min": 0.0010977343123756381
301    },
302    {
303      "design": "matching",
304      "rank": 10,
305      "lambda_min": 1.1218557849965952e-08
306    },
307    {
308      "design": "random_sparse",
309      "rank": 7,
310      "lambda_min": 3.5961939339453158e-06
311    },
312    {
313      "design": "matching",
314      "rank": 9,
315      "lambda_min": 1.3076005964932231e-09
316    },
317    {
318      "design": "random_sparse",
319      "rank": 9,
320      "lambda_min": 1.1612567852377557e-05
321    },
322    {
323      "design": "matching",
324      "rank": 9,
325      "lambda_min": 6.515699054929825e-08
326    },
327    {
328      "design": "random_sparse",
329      "rank": 9,
330      "lambda_min": 0.00020769065247788058
331    },
332    {
333      "design": "matching",
334      "rank": 9,
335      "lambda_min": 7.990126016306524e-09
336    },
337    {
338      "design": "random_sparse",
339      "rank": 8,
340      "lambda_min": 3.3196816978292985e-05
341    }
342  ],
343  "predictions": [
344    "accessibility plus row-saturating matching predicts generic full controllability rank",
345    "the matched finite-horizon Gramian has positive minimum eigenvalue for generic weights",
346    "increasing horizon increases the minimum Gramian eigenvalue for the matched chain, while inaccessible remains singular"
347  ]
348}