Monotonic convergence to eigenvalues of totally nonnegative matrices in an integrable variant of the discrete lotka-volterra system

Akihiko Tobita, Akiko Fukuda, Emiko Ishiwata, Masashi Iwasaki, Yoshimasa Nakamura

研究成果: Conference contribution

抄録

The Lotka-Volterra (LV) system describes a simple predator-prey model in mathematical biology. The hungry Lotka-Volterra (hLV) system assumed that each predator preys on two or more species is an extension; those involving summations and products of nonlinear terms are referred to as summation-type and product-type hLV systems, respectively. Time-discretizations of these systems are considered in the study of integrable systems, and have been shown to be applicable to computing eigenvalues of totally nonnegative (TN) matrices. Monotonic convergence to eigenvalues of TN matrices, however, has not yet been observed in the time-discretization of the product-type hLV system. In this paper, we show the existence of a center manifold associated with the time-discretization of the product-type hLV system, and then clarify how the solutions approach an equilibrium corresponding to the eigenvalues of TN matrices in the final phase of convergence.

元の言語English
ホスト出版物のタイトルEigenvalue Problems
ホスト出版物のサブタイトルAlgorithms, Software and Applications in Petascale Computing - EPASA 2015
出版者Springer Verlag
ページ157-169
ページ数13
ISBN(印刷物)9783319624242
DOI
出版物ステータスPublished - 2017 1 1
イベント1st InternationalWorkshop on Eigenvalue Problems: Algorithms, Software and Applications in Petascale Computing, EPASA 2015 - Tsukuba, Japan
継続期間: 2015 9 142015 9 16

出版物シリーズ

名前Lecture Notes in Computational Science and Engineering
117
ISSN(印刷物)1439-7358

Other

Other1st InternationalWorkshop on Eigenvalue Problems: Algorithms, Software and Applications in Petascale Computing, EPASA 2015
Japan
Tsukuba
期間15/9/1415/9/16

ASJC Scopus subject areas

  • Modelling and Simulation
  • Engineering(all)
  • Discrete Mathematics and Combinatorics
  • Control and Optimization
  • Computational Mathematics

これを引用

Tobita, A., Fukuda, A., Ishiwata, E., Iwasaki, M., & Nakamura, Y. (2017). Monotonic convergence to eigenvalues of totally nonnegative matrices in an integrable variant of the discrete lotka-volterra system. : Eigenvalue Problems: Algorithms, Software and Applications in Petascale Computing - EPASA 2015 (pp. 157-169). (Lecture Notes in Computational Science and Engineering; 巻数 117). Springer Verlag. https://doi.org/10.1007/978-3-319-62426-6_11

Monotonic convergence to eigenvalues of totally nonnegative matrices in an integrable variant of the discrete lotka-volterra system. / Tobita, Akihiko; Fukuda, Akiko; Ishiwata, Emiko; Iwasaki, Masashi; Nakamura, Yoshimasa.

Eigenvalue Problems: Algorithms, Software and Applications in Petascale Computing - EPASA 2015. Springer Verlag, 2017. p. 157-169 (Lecture Notes in Computational Science and Engineering; 巻 117).

研究成果: Conference contribution

Tobita, A, Fukuda, A, Ishiwata, E, Iwasaki, M & Nakamura, Y 2017, Monotonic convergence to eigenvalues of totally nonnegative matrices in an integrable variant of the discrete lotka-volterra system. : Eigenvalue Problems: Algorithms, Software and Applications in Petascale Computing - EPASA 2015. Lecture Notes in Computational Science and Engineering, 巻. 117, Springer Verlag, pp. 157-169, 1st InternationalWorkshop on Eigenvalue Problems: Algorithms, Software and Applications in Petascale Computing, EPASA 2015, Tsukuba, Japan, 15/9/14. https://doi.org/10.1007/978-3-319-62426-6_11
Tobita A, Fukuda A, Ishiwata E, Iwasaki M, Nakamura Y. Monotonic convergence to eigenvalues of totally nonnegative matrices in an integrable variant of the discrete lotka-volterra system. : Eigenvalue Problems: Algorithms, Software and Applications in Petascale Computing - EPASA 2015. Springer Verlag. 2017. p. 157-169. (Lecture Notes in Computational Science and Engineering). https://doi.org/10.1007/978-3-319-62426-6_11
Tobita, Akihiko ; Fukuda, Akiko ; Ishiwata, Emiko ; Iwasaki, Masashi ; Nakamura, Yoshimasa. / Monotonic convergence to eigenvalues of totally nonnegative matrices in an integrable variant of the discrete lotka-volterra system. Eigenvalue Problems: Algorithms, Software and Applications in Petascale Computing - EPASA 2015. Springer Verlag, 2017. pp. 157-169 (Lecture Notes in Computational Science and Engineering).
@inproceedings{0ae2567373a6472b86ce5a25d9c4dd8e,
title = "Monotonic convergence to eigenvalues of totally nonnegative matrices in an integrable variant of the discrete lotka-volterra system",
abstract = "The Lotka-Volterra (LV) system describes a simple predator-prey model in mathematical biology. The hungry Lotka-Volterra (hLV) system assumed that each predator preys on two or more species is an extension; those involving summations and products of nonlinear terms are referred to as summation-type and product-type hLV systems, respectively. Time-discretizations of these systems are considered in the study of integrable systems, and have been shown to be applicable to computing eigenvalues of totally nonnegative (TN) matrices. Monotonic convergence to eigenvalues of TN matrices, however, has not yet been observed in the time-discretization of the product-type hLV system. In this paper, we show the existence of a center manifold associated with the time-discretization of the product-type hLV system, and then clarify how the solutions approach an equilibrium corresponding to the eigenvalues of TN matrices in the final phase of convergence.",
author = "Akihiko Tobita and Akiko Fukuda and Emiko Ishiwata and Masashi Iwasaki and Yoshimasa Nakamura",
year = "2017",
month = "1",
day = "1",
doi = "10.1007/978-3-319-62426-6_11",
language = "English",
isbn = "9783319624242",
series = "Lecture Notes in Computational Science and Engineering",
publisher = "Springer Verlag",
pages = "157--169",
booktitle = "Eigenvalue Problems",

}

TY - GEN

T1 - Monotonic convergence to eigenvalues of totally nonnegative matrices in an integrable variant of the discrete lotka-volterra system

AU - Tobita, Akihiko

AU - Fukuda, Akiko

AU - Ishiwata, Emiko

AU - Iwasaki, Masashi

AU - Nakamura, Yoshimasa

PY - 2017/1/1

Y1 - 2017/1/1

N2 - The Lotka-Volterra (LV) system describes a simple predator-prey model in mathematical biology. The hungry Lotka-Volterra (hLV) system assumed that each predator preys on two or more species is an extension; those involving summations and products of nonlinear terms are referred to as summation-type and product-type hLV systems, respectively. Time-discretizations of these systems are considered in the study of integrable systems, and have been shown to be applicable to computing eigenvalues of totally nonnegative (TN) matrices. Monotonic convergence to eigenvalues of TN matrices, however, has not yet been observed in the time-discretization of the product-type hLV system. In this paper, we show the existence of a center manifold associated with the time-discretization of the product-type hLV system, and then clarify how the solutions approach an equilibrium corresponding to the eigenvalues of TN matrices in the final phase of convergence.

AB - The Lotka-Volterra (LV) system describes a simple predator-prey model in mathematical biology. The hungry Lotka-Volterra (hLV) system assumed that each predator preys on two or more species is an extension; those involving summations and products of nonlinear terms are referred to as summation-type and product-type hLV systems, respectively. Time-discretizations of these systems are considered in the study of integrable systems, and have been shown to be applicable to computing eigenvalues of totally nonnegative (TN) matrices. Monotonic convergence to eigenvalues of TN matrices, however, has not yet been observed in the time-discretization of the product-type hLV system. In this paper, we show the existence of a center manifold associated with the time-discretization of the product-type hLV system, and then clarify how the solutions approach an equilibrium corresponding to the eigenvalues of TN matrices in the final phase of convergence.

UR - http://www.scopus.com/inward/record.url?scp=85041499847&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85041499847&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-62426-6_11

DO - 10.1007/978-3-319-62426-6_11

M3 - Conference contribution

AN - SCOPUS:85041499847

SN - 9783319624242

T3 - Lecture Notes in Computational Science and Engineering

SP - 157

EP - 169

BT - Eigenvalue Problems

PB - Springer Verlag

ER -