Abstract
Given a family \(\mathcal {F}\) of graphs, a graph G is called \(\mathcal {F}\)-free if G contains none of \(\mathcal {F}\) as its subgraph. The following problem is one of the most concerned problems in spectral extremal graph theory: what is the maximum spectral radius of an n-vertex \(\mathcal {F}\)-free graph? If each connected component of a graph is either a path (star) or an isolated vertex, then we call it a linear (star) forest. Denote by \(\mathcal {L}_{n,k}\) and \(\mathcal {S}_{n,k}\) the family of all n-vertex linear forests and star forests with k edges, respectively. In this paper, we obtain the maximum spectral radius of an n-vertex \(\mathcal {L}_{n,k}\)-free graph and characterize the extremal graphs based on Kelmans transformation. Also, we obtain the maximum spectral radius of an n-vertex \(\mathcal {S}_{n,k}\)-free graph and characterize the unique extremal graph.

Similar content being viewed by others
Availability of data and material
Not applicable.
References
Akiyama, J., Frankl, P.: On the size of graphs with complete-factors. J. Graph Theory 9, 197–201 (1985)
Babai, L., Guiduli, B.: Spectral extrema for graphs: the Zarankiewicz problem. Electron. J. Combin. 16(1),(2009) #R123, 8pp
Bollobás, B.: Modern Graph Theory. Springer, New York (2013)
Chen, M.-Z., Liu, A.-M., Zhang, X.-D.: Spectral extremal results with forbidding linear forests. Graphs Combin. 35, 335–351 (2019)
Chen, M.-Z., Liu, A.-M., Zhang, X.-D.: On the spectral radius of graphs without a star forest. Dicrete Math. 344, 112269 (2021)
Cioabǎ, S., Feng, L.H., Tait, M., Zhang, X.-D.: The maximum spectral radius of graphs without friendship subgraphs. Electron. J. Combin. 27(4),(2020) #P4.22, 19pp
Cioabǎ, S., Desai, D., Tait, M.: The spectral radius of graphs with no odd wheels. Eur. J. Combin. 99, 103420 (2022)
Csikvári, P.: Applications of the Kelmans transformation: extremality of the threshold graphs. Electron. J. Combin. 18(1), (2011) #P182, 24pp
Csikvári, P.: On a conjecture of V. Nikiforov. Discrete Math. 309(13), 4522–4526 (2009)
Erdős, P., Gallai, T.: On maximal paths and circuits of graphs. Acta Math. Acad. Sci. Hungar 10, 337–356 (1959)
Feng, L., Yu, G., Zhang, X.-D.: Spectral radius of graphs with given matching number. Linear Algebra Appl. 422, 133–138 (2007)
Fűredi, Z., Simonovits, M.: The history of degenerate (bipartite) extremal graph problems. Erdős centennial, 169–264, Bolyai Soc. Math. Stud., 25, János Bolyai Math. Soc., Budapest, 2013
Gao, J., Hou, X.: The spectral radius of graphs without long cycles. Linear Algebra Appl. 566, 17–33 (2019)
Guiduli, B.: Spectral Extrema for Graphs(Ph.D. thesis), University of Chicago (1998)
Guo, S.-G., Zhang, R.: The sharp upper bounds on the \(A_{\alpha }\)-spectral radius of \(C_4\)-free graphs and Halin graphs. Graphs Combin. 38, 19 (2022)
Hou, X., Liu, B., Wang, S., Gao, J., Lv, C.: The spectral radius of graphs without trees of diameter at most four. Linear Multilinear Algebra 69(8), 1407–1414 (2021)
Keevash, P.: Hypergraph Turán Problems, in Surveys in Combinatorics, pp. 83–140. Cambridge University Press, Cambridge (2011)
Li, Y., Peng, Y.: The spectral radius of graphs with no intersecting odd cycles. Discrete Math. 345(8), 112907 (2022)
Mantel, W.: Problem 28. Wiskundige Opgaven 10, 60–61 (1907)
Nikiforov, V.: Some new results in extremal graph theorey, in: Surveys in Combinatorics 2011, in: London Math. Soc. Lecture Note Ser., vol. 392, Cambridge Univ. Press, Cambridge, pp. 141–181 (2011)
Nikiforov, V.: Bounds on graph eigenvalues II. Linear Algebra Appl. 427, 183–189 (2007)
Nikiforov, V.: The maximum spectral radius of \(C_4\)-free graphs of given order and size. Linear Algebra Appl. 430(11–12), 2898–2905 (2009)
Nikiforov, V.: A contribution to the Zarankiewicz problem. Linear Algebra Appl. 432(6), 1405–1411 (2010)
Nikiforov, V.: The spectral radius of graphs without paths and cycles of specified length. Linear Algebra Appl. 432(9), 2243–2256 (2010)
Ning, B., Wang, J.: The formula for Turán number of spanning linear forests. Discrete Math. 343, 111924 (2020)
Simonovits, M.: Paul Erdős’ influence on Extremal graph theory, in The Mathematics of Paul Erdős II, pp. 245–311, R.L. Graham, Springer, New York (2013)
Tait, M., Tobin, J.: Three conjectures in extremal spectral graph theory. J. Combin. Theory Ser. B 126, 137–161 (2017)
Turán, P.: Eine Extremalaufgabe aus der Graphentheorie. Mat. Fiz. Lapok 48, 436–452 (1941). (in Hungarian)
Wang, J.: The shifting method and generalized Turán number of matchings. Eur. J. Combin. 85, 103057 (2020)
Zhai, M., Lin, H.: Spectral extrema of graphs: forbidden hexagon. Discrete Math. 343(10), 112028 (2020)
Zhai, M., Wang, B.: Proof of a conjecture on the spectral radius of \(C_4\)-free graphs. Linear Algebra Appl. 437, 1641–1647 (2012)
Zhai, M., Wang, B., Fang, L.: The spectral Turán problem about graphs with no 6-cycle. Linear Algebra Appl. 590, 22–31 (2020)
Zhang, L.-P., Wang, L., Zhou, J.: The Turán number of spanning star forests. Discuss. Math. Graph Theory. (2020). https://doi.org/10.7151/dmgt.2368. (Online)
Zhang, L.-P., Wang, L., Zhou, J.: The generalized Turán number of spanning linear forests. Graphs Combin. 38(2), 40 (2022)
Zhao, Y., Huang, X., Lin, H.: The maximum spectral radius of wheel-free graphs. Discrete Math. 344(5), 112341 (2021)
Acknowledgements
The authors would like to thank three anonymous referees for providing valuable comments and suggestions which improved the presentation of this paper.
Funding
Supported by the National Natural Science Foundation of China (No. 12271439) and China Scholarship Council (No. 202206290003).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zhang, LP., Wang, L. The Maximum Spectral Radius of Graphs without Spanning Linear Forests. Graphs and Combinatorics 39, 9 (2023). https://doi.org/10.1007/s00373-022-02608-6
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00373-022-02608-6