The extremal inverse sum indegree energy conjecture for trees

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Let GG be a tree on n≥2n\geq 2 vertices. Write EISI(G)E_{\mathrm{ISI}}(G) for its inverse sum indegree energy, and let SnS_n and PnP_n denote the star and path on nn vertices, respectively. Extremal inverse sum indegree energy conjecture. Among all nn-vertex trees, the tree with minimal ISI energy is SnS_n, and the tree with maximal ISI energy is PnP_n. The conjecture is based on numerical testing; the authors note that applying a Coulson-type integral expression has not so far yielded a proof.

References

Primary source

Sumaira Hafeez and Rashid Farooq, “Inverse sum indeg energy of graphs”, arXiv:1905.03948 (2019).

Progress summary

Refreshed
Claimed progress

A reader-submitted calculation claims the conjecture is false because a seven-vertex tree has greater energy than the path, but the claim has not been independently verified.

Hafeez and Farooq proposed in 2019 that, among all trees on nn vertices, SnS_n minimizes and PnP_n maximizes inverse sum indegree energy. They described the conjecture as numerically supported, with no proof obtained from a Coulson-type integral.

Known results

  • Hafeez and Farooq, 2019: the extremal statement was recorded as a conjecture; the cited work reports no proof or counterexample.

August 25, 2026 community counterexample

A submitted calculation argues that a specific seven-vertex tree TT satisfies EISI(T)>EISI(P7)\mathcal E_{\mathrm{ISI}}(T)>\mathcal E_{\mathrm{ISI}}(P_7), thereby disproving the path-maximization claim, and further claims counterexamples at arbitrarily large orders. The submission is unverified.

Current status (as of August 2026): The 2019 conjecture remains unproved in the published record, while an unverified community submission claims it is false for n=7n=7 and infinitely many larger orders.

Sources

Solutions 1

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Conjecture 1 of Hafeez and Farooq, Inverse Sum Indeg Energy of Graphs (IEEE Access 7 (2019), 100860–100866; arXiv:1905.03948), asserts that among all trees on nn vertices the path PnP_n maximizes inverse-sum-indegree energy. We disprove this at n=7n=7 and construct infinitely many counterexamples.

For a graph GG, write dvd_v for vertex degrees and define its symmetric inverse-sum-indegree matrix and energy by

S(G)uv={dudvdu+dv,uv∈E(G),0,uv∉E(G),EISI(G)=∥S(G)∥∗.(1)S(G)_{uv}= \begin{cases} \dfrac{d_ud_v}{d_u+d_v},&uv\in E(G),\\ 0,&uv\notin E(G), \end{cases} \qquad \mathcal E_{\mathrm{ISI}}(G)=\lVert S(G)\rVert_*. \tag{1}

Let TT consist of a central vertex joined to three internally disjoint paths of length two. Its three center-to-intermediate edges have weight 6/56/5, and its three intermediate-to-leaf edges have weight 2/32/3. Direct decomposition into symmetric and antisymmetric arm subspaces gives

det⁡(xI−S(T))=x(x2−49)2(x2−1072225),EISI(T)=40+86715.(2)\det(xI-S(T)) =x\left(x^2-\frac49\right)^2 \left(x^2-\frac{1072}{225}\right), \qquad \mathcal E_{\mathrm{ISI}}(T) =\frac{40+8\sqrt{67}}{15}. \tag{2}

For the seven-vertex path, the two end edges have weight 2/32/3 and all other edges have weight 11. Its tridiagonal determinant is

det⁡(xI−S(P7))=x(9x2−13)(9x4−31x2+8)81.(3)\det(xI-S(P_7)) =\frac{x(9x^2-13)(9x^4-31x^2+8)}{81}. \tag{3}

Adding its positive eigenvalues and combining the two quadratic radical terms gives

EISI(P7)=23(13+31+122).(4)\mathcal E_{\mathrm{ISI}}(P_7) =\frac23\left(\sqrt{13}+\sqrt{31+12\sqrt2}\right). \tag{4}

All comparisons can be certified rationally. Squaring positive quantities gives

13<361100,2<9970,167935<(693100)2,67>32740.(5)\sqrt{13}<\frac{361}{100}, \qquad \sqrt2<\frac{99}{70}, \qquad \frac{1679}{35}<\left(\frac{693}{100}\right)^2, \qquad \sqrt{67}>\frac{327}{40}. \tag{5}

Consequently,

EISI(P7)<23(361100+693100)=52775<40+86715=EISI(T).(6)\mathcal E_{\mathrm{ISI}}(P_7) <\frac23\left(\frac{361}{100}+\frac{693}{100}\right) =\frac{527}{75} <\frac{40+8\sqrt{67}}{15} =\mathcal E_{\mathrm{ISI}}(T). \tag{6}

We next prove that failures occur at arbitrarily large orders. For k≥1k\geq1, construct a tree CkC_k from a kk-vertex spine by attaching one length-two pendant arm at every spine vertex and one additional length-two arm at each end of the spine. When k=1k=1, the two ends coincide, so the single spine vertex receives three arms. Every spine vertex has degree 33, and

∣V(Ck)∣=3k+4.(7)|V(C_k)|=3k+4. \tag{7}

Delete the four vertices of the two additional end arms, taking the principal submatrix rather than recomputing degrees. After grouping spine, intermediate, and leaf vertices, the resulting 3k×3k3k\times3k matrix is

Bk=(32A(Pk)65Ik065Ik023Ik023Ik0).(8)B_k= \begin{pmatrix} \frac32A(P_k)&\frac65I_k&0\\ \frac65I_k&0&\frac23I_k\\ 0&\frac23I_k&0 \end{pmatrix}. \tag{8}

Trace-norm contraction under orthogonal compression implies

EISI(Ck)≥∥Bk∥∗.(9)\mathcal E_{\mathrm{ISI}}(C_k)\geq\lVert B_k\rVert_*. \tag{9}

Diagonalizing A(Pk)A(P_k) by the discrete sine transform reduces BkB_k to the orthogonal direct sum of

J(θj)=(θj6/506/502/302/30),θj=3cos⁡(jπk+1),1≤j≤k.(10)J(\theta_j)= \begin{pmatrix} \theta_j&6/5&0\\ 6/5&0&2/3\\ 0&2/3&0 \end{pmatrix}, \qquad \theta_j=3\cos\left(\frac{j\pi}{k+1}\right), \quad 1\leq j\leq k. \tag{10}

For 0≤θ≤30\leq\theta\leq3, the unique negative eigenvalue of J(θ)J(\theta) is −z(θ)-z(\theta), where z(θ)>0z(\theta)>0 is the unique positive root of

Fθ(z)=z3+θz2−424225z−49θ.(11)F_\theta(z) =z^3+\theta z^2-\frac{424}{225}z-\frac49\theta. \tag{11}

Substituting z0=23/20−θ/10z_0=23/20-\theta/10 yields

72000Fθ(z0)=648θ3−14076θ2+48222θ−46529=648u3−10188u2−306u−1205,u=θ−2.(12)72000F_\theta(z_0) =648\theta^3-14076\theta^2+48222\theta-46529 =648u^3-10188u^2-306u-1205, \qquad u=\theta-2. \tag{12}

If 0≤u≤10\leq u\leq1, use u3≤u2u^3\leq u^2 to see that the last expression is negative. If −2≤u≤0-2\leq u\leq0, put v=−uv=-u; it becomes

−648v3−10188v2+306v−1205≤612−1205<0.(13)-648v^3-10188v^2+306v-1205 \leq612-1205<0. \tag{13}

Since FθF_\theta has exactly one positive root, this proves

z(θ)>2320−θ10.(14)z(\theta)>\frac{23}{20}-\frac{\theta}{10}. \tag{14}

The trace of J(θ)J(\theta) is θ\theta, so its energy is θ+2z(θ)\theta+2z(\theta). Also J(−θ)J(-\theta) is orthogonally similar to −J(θ)-J(\theta). Therefore

∥J(θ)∥∗>2310+45∣θ∣,−3≤θ≤3.(15)\lVert J(\theta)\rVert_* >\frac{23}{10}+\frac45|\theta|, \qquad -3\leq\theta\leq3. \tag{15}

For even kk, the elementary finite cosine sum and sin⁡x<x\sin x<x give

EISI(Ck)>23k10+125∑j=1k∣cos⁡(jπk+1)∣=23k10+125(csc⁡(π2(k+1))−1)>23k10+24(k+1)5π−125.(16)\begin{aligned} \mathcal E_{\mathrm{ISI}}(C_k) &>\frac{23k}{10} +\frac{12}{5}\sum_{j=1}^k \left|\cos\left(\frac{j\pi}{k+1}\right)\right|\\ &=\frac{23k}{10} +\frac{12}{5}\left( \csc\left(\frac{\pi}{2(k+1)}\right)-1\right)\\ &>\frac{23k}{10}+\frac{24(k+1)}{5\pi}-\frac{12}{5}. \end{aligned} \tag{16}

Put n=3k+4n=3k+4, which is even. The inverse-sum-indegree path matrix factors as

S(Pn)=DA(Pn)D,D=diag⁡(23,1,…,1,23).(17)S(P_n)=D A(P_n)D, \qquad D=\operatorname{diag}\left(\frac23,1,\ldots,1,\frac23\right). \tag{17}

Since ∥D∥≤1\lVert D\rVert\leq1, trace-norm contraction and the exact ordinary-path energy formula show that

EISI(Pn)≤∥A(Pn)∥∗=2(csc⁡(π2(n+1))−1)<4(n+1)π.(18)\mathcal E_{\mathrm{ISI}}(P_n) \leq\lVert A(P_n)\rVert_* =2\left(\csc\left(\frac{\pi}{2(n+1)}\right)-1\right) <\frac{4(n+1)}{\pi}. \tag{18}

For the last inequality, set x=π/(2(n+1))<1x=\pi/(2(n+1))<1 and use sin⁡x>x−x3/6>x/(1+x)\sin x>x-x^3/6>x/(1+x).

Finally, the classical rational bounds 157/50<π<22/7157/50<\pi<22/7 give

EISI(Ck)−EISI(P3k+4)>23k10+84(k+1)55−125−200(3k+5)157=97k−12507217270>0for every even k≥1290.(19)\begin{aligned} \mathcal E_{\mathrm{ISI}}(C_k) -\mathcal E_{\mathrm{ISI}}(P_{3k+4}) &>\frac{23k}{10}+\frac{84(k+1)}{55} -\frac{12}{5}-\frac{200(3k+5)}{157}\\ &=\frac{97k-125072}{17270}>0 \qquad\text{for every even }k\geq1290. \end{aligned} \tag{19}

Thus the path-maximality assertion fails already on seven vertices and for infinitely many trees of maximum degree three. The separate assertion that the star minimizes inverse-sum-indegree energy is not addressed here.