Linear Algebra and Its Applications

Aims & Scope

Linear Algebra and its Applications publishes articles that contribute new information or new insights to matrix theory and finite dimensional linear algebra in their algebraic, arithmetic, combinatorial, geometric, or numerical aspects.

It also publishes articles that give significant applications of matrix theory or linear algebra to other branches of mathematics and to other sciences.

Articles that provide new information or perspectives on the historical development of matrix theory and linear algebra are also welcome.

Expository articles which can serve as an introduction to a subject for workers in related areas and which bring one to the frontiers of research are encouraged.

Reviews of books are published occasionally as are conference reports that provide an historical record of major meetings on matrix theory and linear algebra.

View Aims & Scope

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Metrics & Ranking

Impact Factor

Year	Value
2025	1.1

SJR (SCImago Journal Rank)

Year	Value
2024	0.977

Quartile

Year	Value
2024	Q1

h-index

Year	Value
2024	114

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Abstracting & Indexing

Journal is indexed in leading academic databases, ensuring global visibility and accessibility of our peer-reviewed research.

• Scopus
• Google Scholar
• Web of Science

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Subjects & Keywords

Journal’s research areas, covering key disciplines and specialized sub-topics in Mathematics, designed to support cutting-edge academic discovery.

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Most Cited Articles

The Most Cited Articles section features the journal's most impactful research, based on citation counts. These articles have been referenced frequently by other researchers, indicating their significant contribution to their respective fields.

• Completely positive linear maps on complex matrices

  Citation: 1941

  Authors: Man-Duen

• Applications of second-order cone programming

  Citation: 1820

  Authors: Miguel Sousa, Lieven, Stephen, Hervé

• Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics

  Citation: 1168

  Authors: Joseph B.

• Laplacian matrices of graphs: a survey

  Citation: 1114

  Authors: Russell

• Factorization strategies for third-order tensors

  Citation: 1017

  Authors: Misha E., Carla D.

• Quaternions and matrices of quaternions

  Citation: 845

  Authors: Fuzhen

• Computing a nearest symmetric positive semidefinite matrix

  Citation: 551

  Authors: Nicholas J.

• Complementary pivot theory of mathematical programming

  Citation: 517

  Authors: Richard W., George B.

• Nonnegative matrix factorization for spectral data analysis

  Citation: 469

  Authors: V. Paul, J., Robert J.

• Which graphs are determined by their spectrum?

  Citation: 446

  Authors: Edwin R., Willem H.

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