A program to calculate the generating function for k-pop-stack-sortable permutations, for any fixed k. Based on our paper Enumerating permutations sortable by k passes through a pop-stack.
First you have to compile a couple of binaries:
$ makeAfter that you can calculate generating functions by running calculate.sh, e.g.
$ ./calculate.sh 3to calculate the generating function for the 3-pop-stack-sortable permutations.
Note that sage is currently a dependency for solving a system of linear
equations over polynomials. If you don't want to install sage you may be
interested in the Docker image
that they provide. Uncomment the corresponding line in calculate.sh to use
the Docker version of sage.
We have already calculated the generating functions for k at most 6. Previously the generating functions were only known up to k=2. The remaining ones have been added to OEIS.
Note that k=6 was calculated on a cluster using a distributed version of the code in this repository, while the remaining generating functions were calculated using the code in this repository on my laptop (with k=5 taking only a couple of hours).
A011782 on OEIS.
(x - 1)/(2*x - 1)
A224232 on OEIS.
(x^3 + x^2 + x - 1)/(2*x^3 + x^2 + 2*x - 1)
A293774 on OEIS.
(2*x^10 + 4*x^9 + 2*x^8 + 5*x^7 + 11*x^6 + 8*x^5 + 6*x^4 + 6*x^3 + 2*x^2 + x - 1)/(4*x^10 + 8*x^9 + 4*x^8 + 10*x^7 + 22*x^6 + 16*x^5 + 8*x^4 + 6*x^3 + 2*x^2 + 2*x - 1)
A293775 on OEIS.
(64*x^25 + 448*x^24 + 1184*x^23 + 1784*x^22 + 2028*x^21 + 1948*x^20 + 1080*x^19 + 104*x^18 - 180*x^17 + 540*x^16 + 1156*x^15 + 696*x^14 + 252*x^13 + 238*x^12 + 188*x^11 + 502*x^10 + 806*x^9 + 544*x^8 + 263*x^7 + 185*x^6 + 99*x^5 + 33*x^4 + 13*x^3 + 3*x^2 + x - 1)/(128*x^25 + 896*x^24 + 2368*x^23 + 3568*x^22 + 3928*x^21 + 3064*x^20 + 176*x^19 - 2304*x^18 - 2664*x^17 - 1580*x^16 - 352*x^15 - 576*x^14 - 1104*x^13 - 760*x^12 - 138*x^11 + 686*x^10 + 1238*x^9 + 869*x^8 + 382*x^7 + 210*x^6 + 102*x^5 + 27*x^4 + 12*x^3 + 3*x^2 + 2*x - 1)
A293776 on OEIS.
(524288*x^71 + 917504*x^70 + 786432*x^69 + 2588672*x^68 - 19726336*x^67 - 82804736*x^66 - 54296576*x^65 + 85213184*x^64 - 8978432*x^63 - 412958720*x^62 - 355459072*x^61 + 1089468416*x^60 + 3425873920*x^59 + 4027930624*x^58 + 436686848*x^57 - 5849393152*x^56 - 9755746304*x^55 - 8115352576*x^54 - 2907128832*x^53 + 1761573888*x^52 + 2556718848*x^51 - 2397270272*x^50 - 10331146496*x^49 - 14480336384*x^48 - 14117642496*x^47 - 16712557440*x^46 - 24583730624*x^45 - 29752371008*x^44 - 27336113856*x^43 - 22273917088*x^42 - 18768569728*x^41 - 14707182816*x^40 - 8272263856*x^39 - 1547391248*x^38 + 2681619488*x^37 + 3713037632*x^36 + 2652279328*x^35 + 1290053752*x^34 + 767471104*x^33 + 658459312*x^32 + 241589520*x^31 - 214754576*x^30 - 275309640*x^29 - 46250392*x^28 + 157768032*x^27 + 179763512*x^26 + 77153080*x^25 - 24370310*x^24 - 59928968*x^23 - 39748982*x^22 - 8046256*x^21 + 9532032*x^20 + 12163840*x^19 + 7067740*x^18 + 1840948*x^17 - 499000*x^16 - 689228*x^15 - 174174*x^14 + 157680*x^13 + 204210*x^12 + 129485*x^11 + 56769*x^10 + 24169*x^9 + 10229*x^8 + 3320*x^7 + 1124*x^6 + 357*x^5 + 77*x^4 + 22*x^3 + 4*x^2 + x - 1)/(1048576*x^71 + 1835008*x^70 + 1572864*x^69 + 5177344*x^68 - 39452672*x^67 - 165609472*x^66 - 108593152*x^65 + 169508864*x^64 - 15761408*x^63 - 817233920*x^62 - 721018880*x^61 + 2118733824*x^60 + 6785392640*x^59 + 8125251584*x^58 + 1145022464*x^57 - 11405879296*x^56 - 19522508800*x^55 - 16701201408*x^54 - 6439882752*x^53 + 3456700416*x^52 + 5991042560*x^51 - 3742200320*x^50 - 20812231680*x^49 - 30494889216*x^48 - 29510720000*x^47 - 33025129216*x^46 - 47875423616*x^45 - 59333567872*x^44 - 56599781120*x^43 - 47747449984*x^42 - 40510396544*x^41 - 31575130240*x^40 - 18658277632*x^39 - 6166474240*x^38 + 1470207296*x^37 + 3749860352*x^36 + 2608531712*x^35 + 849740576*x^34 + 201853568*x^33 + 4875024*x^32 - 620150944*x^31 - 1095819008*x^30 - 866800328*x^29 - 291500856*x^28 + 94151032*x^27 + 140066312*x^26 + 7755328*x^25 - 110265380*x^24 - 133344480*x^23 - 84534456*x^22 - 27292370*x^21 + 4515366*x^20 + 11865598*x^19 + 6558266*x^18 + 393432*x^17 - 1933760*x^16 - 1556200*x^15 - 539312*x^14 + 54468*x^13 + 205596*x^12 + 152006*x^11 + 67606*x^10 + 26954*x^9 + 10905*x^8 + 3194*x^7 + 962*x^6 + 304*x^5 + 61*x^4 + 20*x^3 + 4*x^2 + 2*x - 1)
A293784 on OEIS.
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1379493650232427630731483654144*x^118 - 2287630827805868405365072619520*x^117 - 2037250632198628048796339441664*x^116 - 985183082236988808554507715072*x^115 + 173348237997568550157437447936*x^114 + 841180779895526785591446984192*x^113 + 826043271649169720365087166464*x^112 + 358312358935714571234844433408*x^111 - 148993967468516017667443348480*x^110 - 388461974897227820825570371200*x^109 - 300410419876780569727259515520*x^108 - 30097055882665898795732494080*x^107 + 217226560784276095166277423104*x^106 + 311823377811587166731029359104*x^105 + 248682077112342149829392021952*x^104 + 106844536662983525195508482944*x^103 - 23395299036627128134665476544*x^102 - 89807662587490140536272028448*x^101 - 89175331695243508684164503520*x^100 - 50840991660863948800696624032*x^99 - 9851947498900761606293759072*x^98 + 13141257944043347359169841952*x^97 + 16031238169362934690621061408*x^96 + 7540817702659362234443694560*x^95 - 2397476040680380148779039616*x^94 - 8095106255197884497010705248*x^93 - 8796010179934547654342531088*x^92 - 6564850536949831190225977760*x^91 - 3764991005847425826557843872*x^90 - 1702540483350294505317476832*x^89 - 597741576308976969481991312*x^88 - 153344829523983983168633224*x^87 - 35929910042370318890627000*x^86 - 45991362732463472084440632*x^85 - 91518628104425456067006952*x^84 - 131001143353634461366159400*x^83 - 145128857316219666197045428*x^82 - 128898573796046343702103216*x^81 - 91207040278531667681240644*x^80 - 49946775077501332701284232*x^79 - 20002495357137133307413900*x^78 - 5520786695921913364164544*x^77 - 2247116737544066252949836*x^76 - 3702034428043828773793376*x^75 - 5264717910077570175289276*x^74 - 5257790566206863443142676*x^73 - 4049063243074104955738852*x^72 - 2592800739431162463425392*x^71 - 1514619652726357309133128*x^70 - 932312800131331696901904*x^69 - 670946648484056889918428*x^68 - 526574628961853661224882*x^67 - 396997731581773863542559*x^66 - 271932837860783068926588*x^65 - 171742842877855577650856*x^64 - 106652734685754897505588*x^63 - 69976274563389874991615*x^62 - 48742944163755468706088*x^61 - 33910394397998539568107*x^60 - 22292985356886575446360*x^59 - 13452325053667805220713*x^58 - 7314656193895295280224*x^57 - 3569265606772904612430*x^56 - 1613217832468170122478*x^55 - 722863595489046311520*x^54 - 342757940408366190854*x^53 - 177473798019798090269*x^52 - 98404907024304662076*x^51 - 53104434785988031792*x^50 - 24249978218282694382*x^49 - 7991707347518608244*x^48 - 1585893710469687716*x^47 - 536853513588229371*x^46 - 821038075660306594*x^45 - 725946042949907425*x^44 - 309610686137801690*x^43 + 7679343079528928*x^42 + 103448311570026864*x^41 + 75570343442539760*x^40 + 30469063559102924*x^39 + 6567193757348418*x^38 - 420150955780462*x^37 - 1212201812119593*x^36 - 786128088853064*x^35 - 322609647594709*x^34 - 22872473415256*x^33 + 87257896832407*x^32 + 76172358362952*x^31 + 35227005826497*x^30 + 10664746084324*x^29 + 3634153890808*x^28 + 2684687263588*x^27 + 1908222411136*x^26 + 859962249022*x^25 + 179635898169*x^24 - 45045016314*x^23 - 50059640752*x^22 - 16647932472*x^21 + 1208302212*x^20 + 4697560462*x^19 + 3000562165*x^18 + 1103155896*x^17 + 183289734*x^16 - 53011726*x^15 - 55172332*x^14 - 25806360*x^13 - 9084580*x^12 - 2993360*x^11 - 878701*x^10 - 219740*x^9 - 57908*x^8 - 12756*x^7 - 2843*x^6 - 700*x^5 - 114*x^4 - 30*x^3 - 5*x^2 - 2*x + 1)
Computed using the growth-rate.sage script, we calculated the following table of growth rates for the generating functions:
| k | Growth rate |
|---|---|
| 0 | 1.0000 |
| 1 | 2.0000 |
| 2 | 2.6589 |
| 3 | 3.4465 |
| 4 | 4.2705 |
| 5 | 5.1165 |
| 6 | 5.9669 |