山川雄也（Yuya Yamakawa）

【所属学会】

－ 日本オペレーションズ・リサーチ学会

－ 日本応用数理学会

【発表論文】

・​査読付き論文

[14] Y. Yamakawa, "Local convergence analysis of stabilized sequential quadratic programming methods for optimization problems in Banach spaces", SIAM Journal on Control and Optimization, to appear.

[13] H. Li, Y. Yamakawa, E. H. Fukuda, and N. Yamashita, "A strong second-order sequential optimality condition for nonlinear programming problems", Pacific Journal of Optimization, Vol. 21, No. 4, pp. 745-760, November 2025.

[12] H. Matsui, K. Yamamoto, and Y. Yamakawa, "Sparse estimation in kriging for functional data", Stochastic Environmental Research and Risk Assessment, Vol. 39, pp. 2413-2425, June 2025.

[11] Y. Yamakawa and N. Yamashita, "Convergence analysis of a regularized Newton method with generalized regularization terms for unconstrained convex optimization problems", Applied Mathematics and Computation, Vol. 491, p. 129219, April 2025. 

[10] S. Ariizumi, Y. Yamakawa, and N. Yamashita, "Convergence properties of Levenberg-Marquardt methods with generalized regularization terms", Applied Mathematics and Computation, Vol. 463, p. 128365, February 2024.

[9] K. Okabe, Y. Yamakawa, and E. H. Fukuda, "A revised sequential quadratic semidefinite programming method for nonlinear semidefinite optimization", Journal of Industrial and Management Optimization, Vol. 19, No. 10, pp. 7777-7794, October 2023.

[8] Y. Yamakawa, T. Ikegami, E. H. Fukuda, and N. Yamashita, "An equivalent nonlinear optimization model with triangular low-rank factorization for semidefinite programs", Optimization Methods and Software, Vol. 38, No. 6, pp. 1296-1310, July 2023.

[7] Y. Yamakawa, "A stabilized sequential quadratic programming method for optimization problems in function spaces", Numerical Functional Analysis and Optimization, Vol. 44, No. 9, pp. 867-905, April 2023.

[6] A. Hori, Y. Yamakawa, and N. Yamashita, "Distributionally Robust Expected Residual Minimization for Stochastic Variational Inequality Problems", Optimization Methods and Software, Vol. 38, No. 4, pp. 756-780, February 2023.

[5] Y. Yamakawa and T. Okuno, "A stabilized sequential quadratic semidefinite programming method for nonlinear semidefinite programming problems", Computational Optimization and Applications, Vol. 83, No. 3, pp. 1027-1064, September 2022.

​[4] Y. Yamakawa and H. Sato, "Sequential optimality conditions for nonlinear optimization on Riemannian manifolds and a globally convergent augmented Lagrangian method", Computational Optimization and Applications, Vol. 81, No. 2, pp. 397-421, January 2022.

​[3] Y. Yamakawa and N. Yamashita, "A block coordinate descent method for a maximum likelihood estimation problem of mixture distributions", Pacific Journal of Optimization, Vol. 11, No. 4, pp. 669-686, October 2015.

[2] Y. Yamakawa and N. Yamashita, "A differentiable merit function for shifted perturbed Karush-Kuhn-Tucker conditions of the nonlinear semidefinite programming", Pacific Journal of Optimization, Vol. 11, No. 3, pp. 557-579, July 2015.

[1] Y. Yamakawa and N. Yamashita, "A two-step primal-dual interior point method for nonlinear semidefinite programming problems and its superlinear convergence", Journal of the Operations Research Society of Japan, Vol. 57, No. 3-4, pp. 105-127, December 2014.

・査読なし論文等

[4] Y. Yamakawa, "A twice continuously differentiable penalty function for nonlinear semidefinite programming problems and its application", arXiv preprint, https://arxiv.org/pdf/2509.19919.

[3] H. Li, Y. Yamakawa, and E. H. Fukuda, "Second-order sequential optimality conditions for nonlinear semidefinite optimization problems", arXiv preprint, https://arxiv.org/pdf/2507.21495.

[2] H. Sato, Y. Yamakawa, and K. Aihara, "Modified Armijo line search in optimization on Riemannian submanifolds with reduced computational cost, https://arxiv.org/pdf/2304.02197.

[1] Y. Yamakawa, "Superlinear and quadratic convergence of a stabilized sequential quadratic semidefinite programming method for nonlinear semidefinite programming problems", arXiv preprint, https://arxiv.org/pdf/2210.17169.

【特許】

[1] 山川雄也，落合勝博，“降雨量予測装置，降雨量予測方法，および記録媒体”，特許第6874770号，2021年4月26日．

[2] 山川雄也，落合勝博，“シミュレーション装置，シミュレーション方法及びプログラム”，特許第6819692号，2021年1月6日．

[3] 山川雄也，“センサ設置支援装置，データ処理装置，センサ設置支援方法及びプログラム”，特許第6701839号，2020年5月11日．