Ioannis Akrotirianakis

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All published works

Action	Title	Year	Authors
+ PDF Chat	Resiliency Analysis of LLM generated models for Industrial Automation	2023	Oluwatosin Ogundare Gustavo Quiros Araya Ioannis Akrotirianakis Ankit Shukla
+	Resiliency Analysis of LLM generated models for Industrial Automation	2023	Oluwatosin Ogundare Gustavo Quiros Araya Ioannis Akrotirianakis Ankit Shukla
+	Simultaneous iterative solutions for the trust-region and minimum eigenvalue subproblem	2020	Ioannis Akrotirianakis M. Gratton Joshua Griffin S. Yektamaram Wanlei Zhou
+	A matrix-free line-search algorithm for nonconvex optimization	2017	Wendy Zhou Ioannis Akrotirianakis S. Yektamaram Joshua Griffin
+ PDF Chat	Proximal gradient method for huberized support vector machine	2015	Yangyang Xu Ioannis Akrotirianakis Amit Chakraborty
+ PDF Chat	Alternating Direction Method of Multipliers for Regularized Multiclass Support Vector Machines	2015	Yangyang Xu Ioannis Akrotirianakis Amit Chakraborty
+	Alternating direction method of multipliers for regularized multiclass support vector machines	2015	Yangyang Xu Ioannis Akrotirianakis Amit Chakraborty
+ PDF Chat	HIPAD - A Hybrid Interior-Point Alternating Direction Algorithm for Knowledge-Based SVM and Feature Selection	2014	Zhiwei Qin Xiaocheng Tang Ioannis Akrotirianakis Amit Chakraborty
+	HIPAD - A Hybrid Interior-Point Alternating Direction algorithm for knowledge-based SVM and feature selection	2014	Zhiwei Qin Xiaocheng Tang Ioannis Akrotirianakis Amit Chakraborty
+	Interior point methods for nonlinear programming and application to mixed integer nonlinear programming	2011	Ioannis Akrotirianakis
+	Globally Convergent Interior-Point Algorithm for Nonlinear Programming	2005	Ioannis Akrotirianakis Berç Rüstem
+ PDF Chat	Global optimization in the 21st century: Advances and challenges	2005	Christodoulos A. Floudas Ioannis Akrotirianakis Stavros Caratzoulas Clifford A. Meyer Josef Kallrath
+	A New Class of Improved Convex Underestimators for Twice Continuously Differentiable Constrained NLPs	2004	Ioannis Akrotirianakis Christodoulos A. Floudas
+	Computational Experience with a New Class of Convex Underestimators: Box-constrained NLP Problems	2004	Ioannis Akrotirianakis Christodoulos A. Floudas
+ PDF Chat	An outer approximation based branch and cut algorithm for convex 0-1 MINLP problems	2001	Berç Rüstem Ioannis Akrotirianakis István Maros
+	A primal–dual interior point algorithm with an exact and differentiable merit function for nonlinear programming	2000	Ioannis Akrotirianakis Berç Rüstem

Common Coauthors

Coauthor	Papers Together
Amit Chakraborty	3
Yangyang Xu	3
Berç Rüstem	3
Christodoulos A. Floudas	3
Ankit Shukla	2
S. Yektamaram	2
Gustavo Quiros Araya	2
Amit Chakraborty	2
Oluwatosin Ogundare	2
Joshua Griffin	2
Zhiwei Qin	2
Clifford A. Meyer	1
Xiaocheng Tang	1
Josef Kallrath	1
István Maros	1
Wendy Zhou	1
Xiaocheng Tang	1
Wanlei Zhou	1
Stavros Caratzoulas	1
M. Gratton	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A global optimization method, αBB, for general twice-differentiable constrained NLPs—II. Implementation and computational results	1998	Claire S. Adjiman Ioannis P. Androulakis Christodoulos A. Floudas	3
+	Handbook of Test Problems in Local and Global Optimization	1999	Christodoulos A. Floudas Pãnos M. Pardalos Claire S. Adjiman William R. Esposito Zeynep H. Gümüş Stephen T. Harding John L. Klepeis Clifford A. Meyer Carl A. Schweiger	3
+ PDF Chat	Variable selection for the multicategory SVM via adaptive sup-norm regularization	2008	Hao Helen Zhang Yufeng Liu Yichao Wu Ji Zhu	3
+	A global optimization method, αBB, for general twice-differentiable constrained NLPs — I. Theoretical advances	1998	Claire S. Adjiman S. Dallwig Christodoulos A. Floudas Arnold Neumaier	3
+	Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones	1999	J.F. Sturm	3
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	3
+	None	1999	Robert J. Vanderbei David F. Shanno	3
+	Test Examples for Nonlinear Programming Codes	1981	Willi Hock Klaus Schittkowski	3
+ PDF Chat	Stochastic global optimization methods part I: Clustering methods	1987	A. H. G. Rinnooy Kan G. T. Timmer	2
+	Sequential Quadratic Programming	1995	Paul T. Boggs Jon W. Tolle	2
+	A fast algorithm for nonlinearly constrained optimization calculations	1978	M. J. D. Powell	2
+	The multiplier method of Hestenes and Powell applied to convex programming	1973	R. T. Rockafellar	2
+ PDF Chat	Optimization for Machine Learning	2011	Suvrit Sra Sebastian Nowozin Stephen J. Wright	2
+ PDF Chat	Solving the Trust-Region Subproblem using the Lanczos Method	1999	Nicholas I. M. Gould Stefano Lucidi Massimo Roma Philippe L. Toint	2
+	A new reformulation-linearization technique for bilinear programming problems	1992	Hanif D. Sherali Amine Alameddine	2
+ PDF Chat	On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators	1992	Jonathan Eckstein Dimitri P. Bertsekas	2
+	On the formulation and theory of the Newton interior-point method for nonlinear programming	1996	Amr El-Bakry R. A. Tapia Takashi Tsuchiya Y. Zhang	2
+	On the convergence of global methods in multiextremal optimization	1987	Reiner Horst Hoàng Tụy	2
+	An Interior-Point Method for Large-Scale l 1 -Regularized Logistic Regression	2007	Kwangmoo Koh Seung-Jean Kim Stephen Boyd	2
+	Convergent stepsizes for constrained optimization algorithms	1986	Berç Rüstem	2
+ PDF Chat	Stochastic global optimization methods part II: Multi level methods	1987	A. H. G. Rinnooy Kan G. T. Timmer	2
+ PDF Chat	Object-oriented software for quadratic programming	2003	E. Michael Gertz Stephen J. Wright	2
+ PDF Chat	Model Selection and Estimation in Regression with Grouped Variables	2005	Ming Yuan Yi Lin	2
+	Updating the Inverse of a Matrix	1989	William W. Hager	2
+	Equality and inequality constrained optimization algorithms with convergent stepsizes	1993	Berç Rüstem	2
+	Towards an Efficient Sparsity Exploiting Newton Method for Minimization	1981	Philippe L. Toint	2
+	A globally convergent primal-dual interior point method for constrained optimization	1998	Hiroshi Yamashita	2
+	Polynomiality of infeasible-interior-point algorithms for linear programming	1994	Shinji Mizuno	2
+	Minimizing a Quadratic Over a Sphere	2001	William W. Hager	2
+	Trust Region Methods	2000	Andrew R. Conn Nicholas I. M. Gould Philippe L. Toint	2
+	Superlinear and quadratic convergence of some primal-dual interior point methods for constrained optimization	1996	Hiroshi Yamashita Hiroshi Yabe	2
+	Computational Experience with a New Class of Convex Underestimators: Box-constrained NLP Problems	2004	Ioannis Akrotirianakis Christodoulos A. Floudas	2
+	Stochastic techniques for global optimization: A survey of recent advances	1991	Fabio Schoen	2
+	A Fast Hybrid Algorithm for Large-Scale l 1 -Regularized Logistic Regression	2010	Jianing Shi Wotao Yin Stanley Osher Paul Sajda	2
+ PDF Chat	The Conjugate Gradient Method and Trust Regions in Large Scale Optimization	1983	Trond Steihaug	2
+	Approximations of the critical region of the fbietkan statistic	1980	Ronald L. Iman James M. Davenport	2
+	More Test Examples for Nonlinear Programming Codes	1987	Klaus Schittkowski	2
+	Implementation of Interior Point Methods for Large Scale Linear Programming	1996	Erling D. Andersen Jacek Gondzio Csaba Mészáros Xiaojie Xu	2
+	A branch-and-reduce approach to global optimization	1996	Hong S. Ryoo Nikolaos V. Sahinidis	2
+	A New Class of Improved Convex Underestimators for Twice Continuously Differentiable Constrained NLPs	2004	Ioannis Akrotirianakis Christodoulos A. Floudas	2
+ PDF Chat	Proximal Splitting Methods in Signal Processing	2011	Patrick L. Combettes Jean‐Christophe Pesquet	2
+	Computational experience with a primal-dual interior point method for linear programming	1991	Irvin J. Lustig Roy E. Marsten David F. Shanno	2
+ PDF Chat	A New Matrix-Free Algorithm for the Large-Scale Trust-Region Subproblem	2001	Marielba Rojas Sandra A. Santos Danny C. Sorensen	2
+	None	2001	Hans-Martin Gutmann	1
+ PDF Chat	A reformulation-linearization technique for solving discrete and continuous nonconvex problems	1999	Hanif D. Sherali Warren P. Adams	1
+	None	2001	Mohit Tawarmalani Nikolaos V. Sahinidis	1
+	A Deterministic Global Optimization Algorithm for Problems with Nonlinear Dynamics	2004	Claire S. Adjiman Ioannis Papamichail	1
+	Primal-Dual Interior-Point Methods	1997	Stephen J. Wright	1
+	None	2003	Leo Liberti Constantinos C. Pantelides	1
+	Statistical Comparisons of Classifiers over Multiple Data Sets	2006	Janez Demšar	1