Immanuel M. Bomze

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 32

Top Topics

Lagrangian Dual

Optimization Problems

Top Venues

Eur. J. Oper. Res.

J. Glob. Optim.

Publications

Immanuel M. Bomze, Federico D'Onofrio, Laura Palagi, Bo Peng
Feature selection in linear SVMs via hard cardinality constraint: a scalable SDP decomposition approach. CoRR (2024)
Immanuel M. Bomze
The Marguerite Frank Award for the best EJCO paper 2023. EURO J. Comput. Optim. 12 (2024)
Immanuel M. Bomze, Bo Peng
Conic formulation of QPCCs applied to truly sparse QPs. Comput. Optim. Appl. 84 (3) (2023)
Sebastian Ratzenböck, Verena Obermüller, Torsten Möller, João Alves, Immanuel M. Bomze
Uncover: Toward Interpretable Models for Detecting New Star Cluster Members. IEEE Trans. Vis. Comput. Graph. 29 (9) (2023)
Immanuel M. Bomze
The Marguerite Frank Award for the best EJCO paper 2022. EURO J. Comput. Optim. 11 (2023)
Immanuel M. Bomze, Markus Gabl
Optimization under uncertainty and risk: Quadratic and copositive approaches. Eur. J. Oper. Res. 310 (2) (2023)
Immanuel M. Bomze
The Marguerite Frank Award for the best EJCO paper 2021. EURO J. Comput. Optim. 10 (2022)
Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
Fast Cluster Detection in Networks by First Order Optimization. SIAM J. Math. Data Sci. 4 (1) (2022)
Immanuel M. Bomze, Markus Gabl
Uncertainty Preferences in Robust Mixed-Integer Linear Optimization with Endogenous Uncertainty. SIAM J. Optim. 32 (1) (2022)
Enrico Bettiol, Immanuel M. Bomze, Lucas Létocart, Francesco Rinaldi, Emiliano Traversi
Mining for diamonds - Matrix generation algorithms for binary quadratically constrained quadratic problems. Comput. Oper. Res. 142 (2022)
Immanuel M. Bomze, Markus Gabl, Francesca Maggioni, Georg Ch. Pflug
Two-stage stochastic standard quadratic optimization. Eur. J. Oper. Res. 299 (1) (2022)
Immanuel M. Bomze, Markus Gabl
Interplay of non-convex quadratically constrained problems with adjustable robust optimization. Math. Methods Oper. Res. 93 (1) (2021)
Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
Frank-Wolfe and friends: a journey into projection-free first-order optimization methods. 4OR 19 (3) (2021)
Immanuel M. Bomze, Michael Kahr, Markus Leitner
Trust Your Data or Not - StQP Remains StQP: Community Detection via Robust Standard Quadratic Optimization. Math. Oper. Res. 46 (1) (2021)
Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
Active Set Complexity of the Away-Step Frank-Wolfe Algorithm. SIAM J. Optim. 30 (3) (2020)
Immanuel M. Bomze, Werner Schachinger
Constructing Patterns of (Many) ESSs Under Support Size Control. Dyn. Games Appl. 10 (3) (2020)
Immanuel M. Bomze, Jianqiang Cheng, Peter J. C. Dickinson, Abdel Lisser, Jia Liu
Notoriously hard (mixed-)binary QPs: empirical evidence on new completely positive approaches. Comput. Manag. Sci. 16 (4) (2019)
Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò
Pure infection-immunization dynamics for partnership games: A correction. Games Econ. Behav. 114 (2019)
Immanuel M. Bomze, Panayotis Mertikopoulos, Werner Schachinger, Mathias Staudigl
Hessian Barrier Algorithms for Linearly Constrained Optimization Problems. SIAM J. Optim. 29 (3) (2019)
Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò
First-order Methods for the Impatient: Support Identification in Finite Time with Convergent Frank-Wolfe Variants. SIAM J. Optim. 29 (3) (2019)
Paula Alexandra Amaral, Immanuel M. Bomze
Nonconvex min-max fractional quadratic problems under quadratic constraints: copositive relaxations. J. Glob. Optim. 75 (2) (2019)
Immanuel M. Bomze, Paolo Toth
Egon Balas (1922-2019). Eur. J. Oper. Res. 278 (1) (2019)
Immanuel M. Bomze
Building a completely positive factorization. Central Eur. J. Oper. Res. 26 (2) (2018)
Immanuel M. Bomze, Panayotis Mertikopoulos, Werner Schachinger, Mathias Staudigl
Hessian barrier algorithms for linearly constrained optimization problems. CoRR (2018)
Immanuel M. Bomze, Vaithilingam Jeyakumar, Guoyin Li
Extended trust-region problems with one or two balls: exact copositive and Lagrangian relaxations. J. Glob. Optim. 71 (3) (2018)
Immanuel M. Bomze, Werner Schachinger, Reinhard Ullrich
The Complexity of Simple Models - A Study of Worst and Typical Hard Cases for the Standard Quadratic Optimization Problem. Math. Oper. Res. 43 (2) (2018)
Immanuel M. Bomze, Karl F. Doerner, Richard F. Hartl, Ulrike Leopold-Wildburger, Georg Pflug, Marion S. Rauner, Christian Stummer, Gernot Tragler, Tina Wakolbinger
Emerging and innovative OR applications: a special issue in honor of Walter J. Gutjahr. Central Eur. J. Oper. Res. 26 (2) (2018)
Immanuel M. Bomze, Jianqiang Cheng, Peter J. C. Dickinson, Abdel Lisser
A fresh CP look at mixed-binary QPs: new formulations and relaxations. Math. Program. 166 (1-2) (2017)
Sigifredo Laengle, José M. Merigó, Jaime Miranda, Roman Slowinski, Immanuel M. Bomze, Emanuele Borgonovo, Robert G. Dyson, José Fernando Oliveira, Ruud H. Teunter
Forty years of the European Journal of Operational Research: A bibliometric overview. Eur. J. Oper. Res. 262 (3) (2017)
Immanuel M. Bomze
Copositive Relaxation Beats Lagrangian Dual Bounds in Quadratically and Linearly Constrained Quadratic Optimization Problems. SIAM J. Optim. 25 (3) (2015)
Immanuel M. Bomze, Michael L. Overton
Narrowing the difficulty gap for the Celis-Dennis-Tapia problem. Math. Program. 151 (2) (2015)
Immanuel M. Bomze, Werner Schachinger, Reinhard Ullrich
New Lower Bounds and Asymptotics for the cp-Rank. SIAM J. Matrix Anal. Appl. 36 (1) (2015)
Immanuel M. Bomze, Stefan Gollowitzer, E. Alper Yildirim
Rounding on the standard simplex: regular grids for global optimization. J. Glob. Optim. 59 (2-3) (2014)
Paula Amaral, Immanuel M. Bomze, Joaquim Júdice
Copositivity and constrained fractional quadratic problems. Math. Program. 146 (1-2) (2014)
Immanuel M. Bomze, Gabriele Eichfelder
Copositivity detection by difference-of-convex decomposition and ω-subdivision. Math. Program. 138 (1-2) (2013)
Naomi Shaked-Monderer, Immanuel M. Bomze, Florian Jarre, Werner Schachinger
On the cp-Rank and Minimal cp Factorizations of a Completely Positive Matrix. SIAM J. Matrix Anal. Appl. 34 (2) (2013)
Alexander Engau, Miguel F. Anjos, Immanuel M. Bomze
Constraint selection in a build-up interior-point cutting-plane method for solving relaxations of the stable-set problem. Math. Methods Oper. Res. 78 (1) (2013)
Immanuel M. Bomze, Marco Locatelli
Separable standard quadratic optimization problems. Optim. Lett. 6 (5) (2012)
Immanuel M. Bomze, Chen Ling, Liqun Qi, Xinzhen Zhang
Standard bi-quadratic optimization problems and unconstrained polynomial reformulations. J. Glob. Optim. 52 (4) (2012)
Immanuel M. Bomze, Werner Schachinger, Gabriele Uchida
Think co(mpletely)positive ! Matrix properties, examples and a clustered bibliography on copositive optimization. J. Glob. Optim. 52 (3) (2012)
Immanuel M. Bomze
Copositive optimization - Recent developments and applications. Eur. J. Oper. Res. 216 (3) (2012)
Immanuel M. Bomze, Florian Jarre, Franz Rendl
Quadratic factorization heuristics for copositive programming. Math. Program. Comput. 3 (1) (2011)
Paul Tseng, Immanuel M. Bomze, Werner Schachinger
A first-order interior-point method for linearly constrained smooth optimization. Math. Program. 127 (2) (2011)
Samuel Rota Bulò, Immanuel M. Bomze
Infection and immunization: A new class of evolutionary game dynamics. Games Econ. Behav. 71 (1) (2011)
Samuel Rota Bulò, Marcello Pelillo, Immanuel M. Bomze
Graph-based quadratic optimization: A fast evolutionary approach. Comput. Vis. Image Underst. 115 (7) (2011)
Immanuel M. Bomze, Markus Chimani, Michael Jünger, Ivana Ljubic, Petra Mutzel, Bernd Zey
Solving Two-Stage Stochastic Steiner Tree Problems by Two-Stage Branch-and-Cut. ISAAC (1) (2010)
Immanuel M. Bomze, Werner Schachinger
Multi-Standard Quadratic Optimization: interior point methods and cone programming reformulation. Comput. Optim. Appl. 45 (2) (2010)
Samuel Rota Bulò, Immanuel M. Bomze, Marcello Pelillo
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems. SSPR/SPR (2010)
Immanuel M. Bomze, Florian Frommlet, Marco Locatelli
Copositivity cuts for improving SDP bounds on the clique number. Math. Program. 124 (1-2) (2010)
Immanuel M. Bomze, Florian Jarre
A note on Burer's copositive representation of mixed-binary QPs. Optim. Lett. 4 (3) (2010)
Werner Schachinger, Immanuel M. Bomze
A Conic Duality Frank-Wolfe-Type Theorem via Exact Penalization in Quadratic Optimization. Math. Oper. Res. 34 (1) (2009)
Immanuel M. Bomze, Marco Locatelli, Fabio Tardella
New and old bounds for standard quadratic optimization: dominance, equivalence and incomparability. Math. Program. 115 (1) (2008)
Markus Chimani, Petra Mutzel, Immanuel M. Bomze
A New Approach to Exact Crossing Minimization. ESA (2008)
Werner Schachinger, Bernardetta Addis, Immanuel M. Bomze, Fabio Schoen
New results for molecular formation under pairwise potential minimization. Comput. Optim. Appl. 38 (3) (2007)
Immanuel M. Bomze, Florian Frommlet, Martin Rubey
\ell^{1}-ball. Optim. Lett. 1 (1) (2007)
Immanuel M. Bomze, Laura Palagi
Quartic Formulation of Standard Quadratic Optimization Problems. J. Glob. Optim. 32 (2) (2005)
Immanuel M. Bomze
Optimization of functions with rank-two variation over a box. Eur. J. Oper. Res. 161 (3) (2005)
Marco Locatelli, Immanuel M. Bomze, Marcello Pelillo
The combinatorics of pivoting for the maximum weight clique. Oper. Res. Lett. 32 (6) (2004)
Leonid Churilov, Immanuel M. Bomze, Moshe Sniedovich, Daniel Ralph
Hyper sensitivity Analysis of portfolio Optimization Problems. Asia Pac. J. Oper. Res. 21 (3) (2004)
Pasquale L. De Angelis, Immanuel M. Bomze, Gerardo Toraldo
Ellipsoidal Approach to Box-Constrained Quadratic Problems. J. Glob. Optim. 28 (1) (2004)
Immanuel M. Bomze, Marco Locatelli
Undominated d.c. Decompositions of Quadratic Functions and Applications to Branch-and-Bound Approaches. Comput. Optim. Appl. 28 (2) (2004)
Immanuel M. Bomze, Etienne de Klerk
Solving Standard Quadratic Optimization Problems via Linear, Semidefinite and Copositive Programming. J. Glob. Optim. 24 (2) (2002)
Alessio Massaro, Marcello Pelillo, Immanuel M. Bomze
A Complementary Pivoting Approach to the Maximum Weight Clique Problem. SIAM J. Optim. 12 (4) (2002)
Immanuel M. Bomze
Branch-and-bound approaches to standard quadratic optimization problems. J. Glob. Optim. 22 (1-4) (2002)
Immanuel M. Bomze, Marco Budinich, Marcello Pelillo, Claudio Rossi
Annealed replication: a new heuristic for the maximum clique problem. Discret. Appl. Math. 121 (1-3) (2002)
Immanuel M. Bomze
Regularity versus Degeneracy in Dynamics, Games, and Optimization: A Unified Approach to Different Aspects. SIAM Rev. 44 (3) (2002)
Immanuel M. Bomze
Linear-Time Copositivity Detection for Tridiagonal Matrices and Extension to Block-Tridiagonality. SIAM J. Matrix Anal. Appl. 21 (3) (2000)
Immanuel M. Bomze, Marcello Pelillo, Volker Stix
Approximating the maximum weight clique using replicator dynamics. IEEE Trans. Neural Networks Learn. Syst. 11 (6) (2000)
Immanuel M. Bomze, Mirjam Dür, Etienne de Klerk, Cornelis Roos, Arie J. Quist, Tamás Terlaky
On Copositive Programming and Standard Quadratic Optimization Problems. J. Glob. Optim. 18 (4) (2000)
Immanuel M. Bomze, Volker Stix
Genetic engineering via negative fitness: Evolutionary dynamics for global optimization. Ann. Oper. Res. 89 (1999)
Immanuel M. Bomze
On Standard Quadratic Optimization Problems. J. Glob. Optim. 13 (4) (1998)
Immanuel M. Bomze
Evolution towards the Maximum Clique. J. Glob. Optim. 10 (2) (1997)
Immanuel M. Bomze
Global Escape Strategies for Maximizing Quadratic Forms over a Simplex. J. Glob. Optim. 11 (3) (1997)
Marcello Pelillo, Immanuel M. Bomze
Parallelizable Evolutionary Dynamics Principles for Solving the Maximum Clique Problem. PPSN (1996)
Immanuel M. Bomze
Lotka-Volterra equation and replicator dynamics: new issues in classification. Biol. Cybern. 72 (5) (1995)
Immanuel M. Bomze, Gabriele Danninger
A finite algorithm for solving general quadratic problems. J. Glob. Optim. 4 (1) (1994)
Gabriele Danninger, Immanuel M. Bomze
Using copositivity for global optimality criteria in concave quadratic programming problems. Math. Program. 62 (1993)
Immanuel M. Bomze, Gabriele Danninger
A Global Optimization Algorithm for Concave Quadratic Programming Problems. SIAM J. Optim. 3 (4) (1993)
Immanuel M. Bomze, Eric E. C. van Damme
A dynamical characterization of evolutionarily stable states. Ann. Oper. Res. 37 (1992)