{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Nonexistence of a distance-regular graph with intersection array $\\{55, 54, 50, 35, 10; 1, 5, 20, 45, 55\\}$\n",
"\n",
"We will show that a distance-regular graph with intersection array $\\{55, 54, 50, 35, 10; 1, 5, 20, 45, 55\\}$ does not exist. The existence of such a graph would give a counterexample to a conjecture by MacLean and Terwilliger, see [Bipartite distance-regular graphs: The $Q$-polynomial property and pseudo primitive idempotents](http://dx.doi.org/10.1016/j.disc.2014.04.025) by M. Lang."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%display latex\n",
"import drg"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Such a graph would be bipartite with $3500$ vertices."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
"True"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
""
],
"text/plain": [
"3500"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"p = drg.DRGParameters([55, 54, 50, 35, 10], [1, 5, 20, 45, 55])\n",
"show(p.is_bipartite())\n",
"show(p.order())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We see that all intersection numbers are nonnegative integers."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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VFmvbrt3yeDzakL9D555zji744e+sQ6uWuvaSRN2eMVPZ40arvKJSdz6arZv7XFHtTLRj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\n",
"text/plain": [
"Graphics object consisting of 12 graphics primitives"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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"text/plain": [
"Graphics object consisting of 24 graphics primitives"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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ZwkOH8+yat/Hx8iDI35ecA4dZ+s7/ERX+vw9JD0+ewL8y36JX9274dfUi/pW1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\n4jSzm42bmxuFJWUqazFbUWk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"text/plain": [
"Graphics object consisting of 32 graphics primitives"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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AAABJRU5ErkJggg==\n",
"text/plain": [
"Graphics object consisting of 35 graphics primitives"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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V43288cii+Zg+KQCFJ8sAAD82N0N/4BO8/ORjmB08DUGTJ2L3plU4cvwkCk+U9VnPnjMe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\n+Y9TiF0wD7fNmIrxPt54ZNF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"text/plain": [
"Graphics object consisting of 34 graphics primitives"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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ICBQKhelkS29P4BNlY55NZNPWh7RabRuANq1W25c3axcoG/P6OptH49cPIRag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\nhLD8f3NW/Yvr6SqbAAAAAElFTkSuQmCC\n",
"text/plain": [
"Graphics object consisting of 28 graphics primitives"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"p.show_distancePartitions(vertex_size=650)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The Krein parameters are also nonnegative. Many Krein parameters are zero - in particular, the graph would be $Q$-polynomial for the natural ordering of the eigenvalues."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
"0: [ 1 0 0 0 0 0]\n",
" [ 0 132 0 0 0 0]\n",
" [ 0 0 1617 0 0 0]\n",
" [ 0 0 0 1617 0 0]\n",
" [ 0 0 0 0 132 0]\n",
" [ 0 0 0 0 0 1]\n",
"\n",
"1: [ 0 1 0 0 0 0]\n",
" [ 1 50/3 343/3 0 0 0]\n",
" [ 0 343/3 2450/3 686 0 0]\n",
" [ 0 0 686 2450/3 343/3 0]\n",
" [ 0 0 0 343/3 50/3 1]\n",
" [ 0 0 0 0 1 0]\n",
"\n",
"2: [ 0 0 1 0 0 0]\n",
" [ 0 28/3 200/3 56 0 0]\n",
" [ 1 200/3 2380/3 700 56 0]\n",
" [ 0 56 700 2380/3 200/3 1]\n",
" [ 0 0 56 200/3 28/3 0]\n",
" [ 0 0 0 1 0 0]\n",
"\n",
"3: [ 0 0 0 1 0 0]\n",
" [ 0 0 56 200/3 28/3 0]\n",
" [ 0 56 700 2380/3 200/3 1]\n",
" [ 1 200/3 2380/3 700 56 0]\n",
" [ 0 28/3 200/3 56 0 0]\n",
" [ 0 0 1 0 0 0]\n",
"\n",
"4: [ 0 0 0 0 1 0]\n",
" [ 0 0 0 343/3 50/3 1]\n",
" [ 0 0 686 2450/3 343/3 0]\n",
" [ 0 343/3 2450/3 686 0 0]\n",
" [ 1 50/3 343/3 0 0 0]\n",
" [ 0 1 0 0 0 0]\n",
"\n",
"5: [ 0 0 0 0 0 1]\n",
" [ 0 0 0 0 132 0]\n",
" [ 0 0 0 1617 0 0]\n",
" [ 0 0 1617 0 0 0]\n",
" [ 0 132 0 0 0 0]\n",
" [ 1 0 0 0 0 0]"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"p.kreinParameters()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We check the remaining known feasibility conditions. We skip the sporadic nonexistence check since the intersection array is already included."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"p.check_feasible(skip=[\"sporadic\"])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We now compute the triple intersection numbers with respect to three vertices $u, v, w$ at mutual distances $2$. Note that we have $p^2_{22} = 243$, so such triples must exist. The parameter $\\alpha$ will denote the number of vertices adjacent to all of $u, v, w$."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
"0: [0 0 0 0 0 0]\n",
" [0 0 0 0 0 0]\n",
" [0 0 1 0 0 0]\n",
" [0 0 0 0 0 0]\n",
" [0 0 0 0 0 0]\n",
" [0 0 0 0 0 0]\n",
"\n",
"1: [ 0 0 0 0 0 0]\n",
" [ 0 alpha 0 -alpha + 5 0 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 -alpha + 5 0 alpha + 45 0 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 0 0 0 0 0]\n",
"\n",
"2: [ 0 0 1 0 0 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 1 0 20*alpha + 92 0 -20*alpha + 150 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 0 -20*alpha + 150 0 20*alpha + 200 0]\n",
" [ 0 0 0 0 0 0]\n",
"\n",
"3: [ 0 0 0 0 0 0]\n",
" [ 0 -alpha + 5 0 alpha + 45 0 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 alpha + 45 0 11*alpha + 1055 0 -12*alpha + 160]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 0 0 -12*alpha + 160 0 12*alpha + 15]\n",
"\n",
"4: [ 0 0 0 0 0 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 0 -20*alpha + 150 0 20*alpha + 200 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 0 20*alpha + 200 0 -20*alpha + 605 0]\n",
" [ 0 0 0 0 0 0]\n",
"\n",
"5: [ 0 0 0 0 0 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 0 0 -12*alpha + 160 0 12*alpha + 15]\n",
" [ 0 0 0 0 0 0]\n",
" [ 0 0 0 12*alpha + 15 0 -12*alpha + 20]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"S222 = p.tripleEquations(2, 2, 2, params={\"alpha\": (1, 1, 1)})\n",
"S222"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The number of vertices at distance $5$ from all of $u, v, w$ is a nonnegative integer, implying that the parameter $\\alpha$ is either $0$ or $1$."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
"alpha"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
""
],
"text/plain": [
"-12*alpha + 20"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"show(S222[1, 1, 1])\n",
"show(S222[5, 5, 5])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let us now consider the set $A$ of common neighbours of $u$ and $v$, and the set $B$ of vertices at distance $2$ from both $u$ and $v$. Their sizes are given by the intersection numbers $p^2_{11}$ and $p^2_{22}$."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
"5"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
""
],
"text/plain": [
"243"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"show(p.p[2, 1, 1])\n",
"show(p.p[2, 2, 2])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"By the above, each vertex in $B$ has at most one neighbour in $A$, so there are at most $243$ edges between $A$ and $B$. However, each vertex in $A$ is adjacent to both $u$ and $v$, and the other $k - 2 = 53$ neighbours are in $B$, amounting to a total of $5 \\cdot 53 = 265$ edges. We have arrived to a contradiction, and we must conclude that a graph with intersection array $\\{55, 54, 50, 35, 10; 1, 5, 20, 45, 55\\}$ **does not exist**."
]
}
],
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