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The strong convergence of a proximal point algorithm in complete CAT(0) metric spaces

Yıl 2020, Cilt: 49 Sayı: 1, 399 - 408, 06.02.2020
https://doi.org/10.15672/hujms.470975

Öz

In this paper, we consider a proximal point algorithm for finding zeros of maximal monotone operators in complete CAT(0) spaces. First, a necessary and sufficient condition is presented for the zero set of the operator to be nonempty. Afterwards, we prove that, under suitable conditions, the proposed algorithm converges strongly to the metric projection of some point onto the zero set of the involving maximal monotone operator.

Kaynakça

  • [1] P. Ahmadi and H. Khatibzadeh, On the convergence of inexact proximal point algorithm on Hadamard manifolds, Taiwanese J. Math. 18, 419–433, 2014.
  • [2] B. Ahmadi Kakavandi, Weak topologies in complete CAT(0) metric spaces, Proc. Amer. Math. Soc. 141, 1029–1039, 2013.
  • [3] B. Ahmadi Kakavandi and M. Amini, Duality and subdifierential for convex functions on complete CAT(0) metric spaces, Nonlinear Anal. 73, 3450–3455, 2010.
  • [4] M. Bacak, Convex analysis and optimization in Hadamard spaces, De Gruyter Series in Nonlinear Analysis and Applications, 22, De Gruyter, Berlin, 2014.
  • [5] I.D. Berg and I.G. Nikolaev, Quasilinearization and curvature of Alexandrov spaces, Geom. Dedicata, 133, 195–218, 2008.
  • [6] H. Br´ezis and P.L. Lions, Produits infinis de r´esolvantes, Israel J. Math. 29, 329–345, 1978.
  • [7] M. Bridson and A. Haefliger, Metric spaces of non-positive curvature, 319, Springer, Berlin, 1999.
  • [8] K.S. Brown, Buildings, Springer, New York, 1989.
  • [9] D. Burago, Y. Burago and S. Ivanov, A course in metric geometry, Graduate Studies in Mathematics, 33 American Mathematical Society, Providence, RI, 2001.
  • [10] H. Dehghan and J. Rooin, Metric projection and convergence theorems for nonexpansive mappings in Hadamard spaces, arXiv: 1410.1137v1[math.FA].
  • [11] S. Dhompongsa and B. Panyanak, On △-convergence theorems in CAT(0) spaces, Comput. Math. Appl. 56, 2572–2579, 2008.
  • [12] B. Djafari Rouhani and H. Khatibzadeh, On the proximal point algorithm, J. Optim. Theory Appl. 137, 411–417, 2008.
  • [13] B. Djafari Rouhani and S. Moradi, Strong convergence of two proximal point algorithms with possible unbounded error sequences, J. Optim.Theory Appl. 172, 222–235, 2017.
  • [14] R. Esp´inola and A. Fern´andez-Le´on, CAT(k)-spaces, weak convergence and fixed points, J. Math. Anal. Appl. 353, 410–427, 2009.
  • [15] K. Goebel and S. Reich, Uniform convexity, hyperbolic geometry, and nonexpansive mappings. Monographs and Textbooks in Pure and Applied Mathematics, Marcel Dekker Inc., New York, 1984.
  • [16] M. Gromov and S.M. Bates, Metric structures for Riemannian and non-Riemannian spaces, Progress in Mathematics, 152, eds. J. Lafontaine and P. Pansu) (Birkh¨auser, Boston, 1999, with appendices by M. Katz, P. Pansu and S. Semmes.
  • [17] O. G¨uler, On the convergence of the proximal point algorithm for convex minimization, SIAM J. Control Optim. 29, 403–419, 1991.
  • [18] M.T. Heydari and S. Ranjbar, Halpern-type proximal point algorithm in complete CAT(0) metric spaces, An. St. Univ. Ovidius Constanta. 24 (3), 141–159, 2016.
  • [19] J. Jöst, Nonpositive curvature: geometric and analytic aspects, Lectures in Mathematics, Birkhauser, Basel, 1997.
  • [20] H. Khatibzadeh and S. Ranjbar, Monotone operators and the proximal point algorithm in complete CAT(0) metric spaces, J. Aust. Math. Soc. 103 (1), 70–90, 2017.
  • [21] W.A. Kirk, Fixed point theorems in CAT(0) spaces and $\mathbb{R}$-trees, J. Fixed Point Theory Appl. 4, 309–316, 2004.
  • [22] W.A. Kirk and B. Panyanak, A concept of convergence in geodesic spaces, Nonlinear Anal. (TMA) 68, 3689–3696, 2008.
  • [23] C. Li, G. Lopez and V. Martin-Marquez, Monotone vector fields and the proximal point algorithm on Hadamard manifolds, J. London Math. Soc. 79 (2), 663–683, 2009.
  • [24] T.C. Lim, Remarks on some fixed point theorems, Proc. Amer. Math. Soc. 60, 179– 182, 1976.
  • [25] B. Martinet, Régularisation d,inéquations variationnelles par approximations successives, Rev. Fran´caise d,Inform. et de Rech. Opérationnelle, 3, 154–158, 1970.
  • [26] R.T. Rockafellar, Monotone operators and the proximal point algorithm, SIAM J. Control Optim. 14, 877–898, 1976.
Yıl 2020, Cilt: 49 Sayı: 1, 399 - 408, 06.02.2020
https://doi.org/10.15672/hujms.470975

Öz

Kaynakça

  • [1] P. Ahmadi and H. Khatibzadeh, On the convergence of inexact proximal point algorithm on Hadamard manifolds, Taiwanese J. Math. 18, 419–433, 2014.
  • [2] B. Ahmadi Kakavandi, Weak topologies in complete CAT(0) metric spaces, Proc. Amer. Math. Soc. 141, 1029–1039, 2013.
  • [3] B. Ahmadi Kakavandi and M. Amini, Duality and subdifierential for convex functions on complete CAT(0) metric spaces, Nonlinear Anal. 73, 3450–3455, 2010.
  • [4] M. Bacak, Convex analysis and optimization in Hadamard spaces, De Gruyter Series in Nonlinear Analysis and Applications, 22, De Gruyter, Berlin, 2014.
  • [5] I.D. Berg and I.G. Nikolaev, Quasilinearization and curvature of Alexandrov spaces, Geom. Dedicata, 133, 195–218, 2008.
  • [6] H. Br´ezis and P.L. Lions, Produits infinis de r´esolvantes, Israel J. Math. 29, 329–345, 1978.
  • [7] M. Bridson and A. Haefliger, Metric spaces of non-positive curvature, 319, Springer, Berlin, 1999.
  • [8] K.S. Brown, Buildings, Springer, New York, 1989.
  • [9] D. Burago, Y. Burago and S. Ivanov, A course in metric geometry, Graduate Studies in Mathematics, 33 American Mathematical Society, Providence, RI, 2001.
  • [10] H. Dehghan and J. Rooin, Metric projection and convergence theorems for nonexpansive mappings in Hadamard spaces, arXiv: 1410.1137v1[math.FA].
  • [11] S. Dhompongsa and B. Panyanak, On △-convergence theorems in CAT(0) spaces, Comput. Math. Appl. 56, 2572–2579, 2008.
  • [12] B. Djafari Rouhani and H. Khatibzadeh, On the proximal point algorithm, J. Optim. Theory Appl. 137, 411–417, 2008.
  • [13] B. Djafari Rouhani and S. Moradi, Strong convergence of two proximal point algorithms with possible unbounded error sequences, J. Optim.Theory Appl. 172, 222–235, 2017.
  • [14] R. Esp´inola and A. Fern´andez-Le´on, CAT(k)-spaces, weak convergence and fixed points, J. Math. Anal. Appl. 353, 410–427, 2009.
  • [15] K. Goebel and S. Reich, Uniform convexity, hyperbolic geometry, and nonexpansive mappings. Monographs and Textbooks in Pure and Applied Mathematics, Marcel Dekker Inc., New York, 1984.
  • [16] M. Gromov and S.M. Bates, Metric structures for Riemannian and non-Riemannian spaces, Progress in Mathematics, 152, eds. J. Lafontaine and P. Pansu) (Birkh¨auser, Boston, 1999, with appendices by M. Katz, P. Pansu and S. Semmes.
  • [17] O. G¨uler, On the convergence of the proximal point algorithm for convex minimization, SIAM J. Control Optim. 29, 403–419, 1991.
  • [18] M.T. Heydari and S. Ranjbar, Halpern-type proximal point algorithm in complete CAT(0) metric spaces, An. St. Univ. Ovidius Constanta. 24 (3), 141–159, 2016.
  • [19] J. Jöst, Nonpositive curvature: geometric and analytic aspects, Lectures in Mathematics, Birkhauser, Basel, 1997.
  • [20] H. Khatibzadeh and S. Ranjbar, Monotone operators and the proximal point algorithm in complete CAT(0) metric spaces, J. Aust. Math. Soc. 103 (1), 70–90, 2017.
  • [21] W.A. Kirk, Fixed point theorems in CAT(0) spaces and $\mathbb{R}$-trees, J. Fixed Point Theory Appl. 4, 309–316, 2004.
  • [22] W.A. Kirk and B. Panyanak, A concept of convergence in geodesic spaces, Nonlinear Anal. (TMA) 68, 3689–3696, 2008.
  • [23] C. Li, G. Lopez and V. Martin-Marquez, Monotone vector fields and the proximal point algorithm on Hadamard manifolds, J. London Math. Soc. 79 (2), 663–683, 2009.
  • [24] T.C. Lim, Remarks on some fixed point theorems, Proc. Amer. Math. Soc. 60, 179– 182, 1976.
  • [25] B. Martinet, Régularisation d,inéquations variationnelles par approximations successives, Rev. Fran´caise d,Inform. et de Rech. Opérationnelle, 3, 154–158, 1970.
  • [26] R.T. Rockafellar, Monotone operators and the proximal point algorithm, SIAM J. Control Optim. 14, 877–898, 1976.
Toplam 26 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Matematik
Bölüm Matematik
Yazarlar

Mohsen Tahernia Bu kişi benim 0000-0002-0014-1052

Sirous Moradi 0000-0002-8640-7252

Somayeh Jafari Bu kişi benim 0000-0002-3832-3177

Yayımlanma Tarihi 6 Şubat 2020
Yayımlandığı Sayı Yıl 2020 Cilt: 49 Sayı: 1

Kaynak Göster

APA Tahernia, M., Moradi, S., & Jafari, S. (2020). The strong convergence of a proximal point algorithm in complete CAT(0) metric spaces. Hacettepe Journal of Mathematics and Statistics, 49(1), 399-408. https://doi.org/10.15672/hujms.470975
AMA Tahernia M, Moradi S, Jafari S. The strong convergence of a proximal point algorithm in complete CAT(0) metric spaces. Hacettepe Journal of Mathematics and Statistics. Şubat 2020;49(1):399-408. doi:10.15672/hujms.470975
Chicago Tahernia, Mohsen, Sirous Moradi, ve Somayeh Jafari. “The Strong Convergence of a Proximal Point Algorithm in Complete CAT(0) Metric Spaces”. Hacettepe Journal of Mathematics and Statistics 49, sy. 1 (Şubat 2020): 399-408. https://doi.org/10.15672/hujms.470975.
EndNote Tahernia M, Moradi S, Jafari S (01 Şubat 2020) The strong convergence of a proximal point algorithm in complete CAT(0) metric spaces. Hacettepe Journal of Mathematics and Statistics 49 1 399–408.
IEEE M. Tahernia, S. Moradi, ve S. Jafari, “The strong convergence of a proximal point algorithm in complete CAT(0) metric spaces”, Hacettepe Journal of Mathematics and Statistics, c. 49, sy. 1, ss. 399–408, 2020, doi: 10.15672/hujms.470975.
ISNAD Tahernia, Mohsen vd. “The Strong Convergence of a Proximal Point Algorithm in Complete CAT(0) Metric Spaces”. Hacettepe Journal of Mathematics and Statistics 49/1 (Şubat 2020), 399-408. https://doi.org/10.15672/hujms.470975.
JAMA Tahernia M, Moradi S, Jafari S. The strong convergence of a proximal point algorithm in complete CAT(0) metric spaces. Hacettepe Journal of Mathematics and Statistics. 2020;49:399–408.
MLA Tahernia, Mohsen vd. “The Strong Convergence of a Proximal Point Algorithm in Complete CAT(0) Metric Spaces”. Hacettepe Journal of Mathematics and Statistics, c. 49, sy. 1, 2020, ss. 399-08, doi:10.15672/hujms.470975.
Vancouver Tahernia M, Moradi S, Jafari S. The strong convergence of a proximal point algorithm in complete CAT(0) metric spaces. Hacettepe Journal of Mathematics and Statistics. 2020;49(1):399-408.