Portrait Photo

Haldun Aytug

Karl F. and Nancy J. Flammer Professor
Flammer Professor and Chair
University of Florida,
Warrington College of Business
Department of Information Systems and Operations Management
PO Box 117169 Gainesville FL 32611
Stuzin Hall 339
(352) 392-2468

Education

PhD - Decision and Information Sciences, University of Florida, 1993
BS - Industrial Engineering, Bogazici University, 1988

Research Areas

Decision Making, Genetic Algorithms, Machine Learning, Data Mining, Scheduling
Systems for Strategic Learning
Published Year: 2008
Authors: F. Boylu G. Koehler Frada Burstein Clyde Holsapple H. Aytug
An Analysis of the Solution Quality of the Simple Genetic Algorithm
Accepted Year: 2012
Authors: Anand Paul Haldun Aytug

Feature selection for Support Vector Machines
Published Year: 2010
Authors: H. Aytug

Learning in the Presence of Self-Interested Agents
Published Year: 2006
Authors: F. Boylu G. Koehler H. Aytug

Scheduling Jobs on a Machine with Random Breakdowns
Published Year: 2006
Authors: A. Paul H. Aytug

Data Transmission Strategies over Networks with Different QoS Levels and All You Can Send Pricing
Published Year: 2004
Authors: N. Kasap S. Erenguc H. Aytug

Executing Production Schedules In The Face Of Uncertainties: A Brief Review and Some Future Directions
Published Year: 2001
Authors: M. Lawley S. Mohan R. Uzsoy H. Aytug

Solving Large Scale MEXCLP using Genetic Algorithms
Published Year: 1997
Authors: C. Saydam H. Aytug

Modeling Kanban-Controlled Manufacturing Systems
Published Year: 1994
Authors: C. Dogan H. Aytug
Markov Chain evaluation of acute postoperative pain transition states
Journal: PAIN
Published Year: 2016
Authors: Patrick Tighe Matthew Bzdega Roger Fillingim Haldun Aytug

Comparison of Imputation Methods for Discriminant Analysis with Strategically Hidden Data
Journal: European Journal of Operational Research
Published Year: 2016
Authors: Juheng Zhang Haldun Aytug

Feature Selection for Support Vector Machines using Generalized Benders Decomposition
Journal: European Journal of Operational Research
Published Year: 2015
Authors: Haldun Aytug

Discriminant Analysis with Strategically Manipulated Data
Journal: Information Systems Research
Accepted Year: 2014
Authors: Juheng Zhang Gary Koehler Haldun Aytug

Of Rough Starts and Smooth Finishes: Correlations Between Post-Anesthesia Care Unit and Postoperative Days 1–5 Pain Scores
Journal: Pain Medicine
Published Year: 2014
Authors: Patrick Tighe Christopher Harle Andre Boezaart Roger Fillingim Haldun Aytug

Use of Machine-learning Classifiers to Predict Requests for Preoperative Acute Pain Service Consultation
Journal: Pain Medicine
Published Year: 2012
Authors: Patrick Tighe Stephen Lucas David Edwards Andre Boezaart Haldun Aytug

Exploring the trade-off between generalization and empirical errors in a one-norm SVM
Journal: European Journal of Operational Research
Published Year: 2012
Authors: Serpil Sayin Haldun Aytug

Sequencing jobs on a non-Markovian machine with random disruptions
Journal: IIE Transactions
Published Year: 2012
Authors: Anand Paul Haldun Aytug

Making Words Work: Using Financial Text as a Predictor of Financial Events
Journal: Decision Support Systems and Electronic Commerce
Published Year: 2011
Authors: M. Cecchini G. Koehler P. Pathak H. Aytug

Use of Machine Learning Theory to Predict the Need for Femoral Nerve Block Following ACL Repair
Journal: Pain Medicine
Published Year: 2011
Authors: Patrick Tighe Sarah Laduzenski David Edwards Neal Ellis Andre Boezaart

Disclosure Control of Confidential Data by Applying PAC Learning Theory
Journal: Journal of Database Management
Published Year: 2010
Authors: L. He G. Koehler H. Aytug

Data Mining with Agent Gaming
Journal: Information Technology and Management
Published Year: 2010
Authors: F. Boylu G. Koehler H. Aytug

Detecting Management Fraud in Public Companies
Journal: Management Science
Published Year: 2010
Authors: M. Cecchini G. Koehler P. Pathak H. Aytug

Induction over Constrained Strategic Agents
Journal: European Journal of Operational Research
Published Year: 2010
Authors: F. Boylu G. Koehler H. Aytug

Induction over Strategic Agents
Journal: Information Systems Research
Published Year: 2010
Authors: F. Boylu G. Koehler H. Aytug

Induction over Strategic agents: a genetic algorithm solution
Journal: Annals of Operations Research
Published Year: 2010
Authors: F. Boylu G. Koehler H. Aytug

Principle-Agent Learning
Journal: Decision Support Systems
Published Year: 2009
Authors: F. Boylu G. Koehler H. Aytug

Using domain-specific knowledge in generalization error bounds for support vector machine learning
Journal: Decision Support Systems and Electronic Commerce
Published Year: 2009
Authors: E. Eryarsoy G. Koehler H. Aytug

Erratum to Minimizing Makespan on a Single Machine subject to Random Breakdowns
Journal: Operations Research Letters
Published Year: 2008
Authors: Nihat Kasap Anand Paul Haldun Aytug

Risk Minimization and Minimum Description for Linear Discriminant Functions
Journal: INFORMS Journal on Computing
Published Year: 2008
Authors: L. He G. Koehler H. Aytug

Systems for Strategic Learning
Journal: Information Systems and E-business Management
Published Year: 2008
Authors: F. Boylu G. Koehler H. Aytug

Using Support Vector Machines to Learn the Efficient Set in Multiple Objective Discrete Optimization
Journal: European Journal of Operational Research
Published Year: 2008
Authors: S. Sayin H. Aytug

Provider selection and task allocation issues in networks with different QoS levels and all you can send pricing
Journal: Decision Support Systems
Published Year: 2007
Authors: N. Kasap S. Erenguc H. Aytug

The Effect of Multiple Optima on the Simple GA Run-time Complexity
Journal: European Journal of Operational Research
Published Year: 2007
Authors: G. Koehler H. Aytug

Minimizing Makespan on a Single Machine subject to Random Breakdowns
Journal: Operations Research Letters
Published Year: 2006
Authors: N. Kasap A. Paul H. Aytug

Rapid Modeling and Discovery of Priority Dispatching Rules: An Autonomous Learning Approach
Journal: Journal of Scheduling
Published Year: 2006
Authors: C. Geiger R. Uzsoy H. Aytug

Executing production schedules in the face of uncertainties: A review and some future directions
Journal: European Journal of Operational Research
Published Year: 2005
Authors: M. Lawley K. Mckay S. Mohan R. Uzsoy H. Aytug

Discovering subproblem prioritization rules for shifting bottleneck algorithms
Journal: Journal of Intelligent Manufacturing
Published Year: 2004
Authors: V. Osisek H. Aytug

Accurate estimation of expected coverage: revisited
Journal: Socio-Economic Planning Sciences: Intl. Journal of Public Sector Decision Making
Published Year: 2003
Authors: C. Saydam H. Aytug

Observations on the interactions among deadlock avoidance policies and dispatching rules in automated manufacturing systems
Journal: International Journal of Production Research
Published Year: 2003
Authors: A. Barua M. Lawley R. Uzsoy H. Aytug

Use of genetic algorithms to solve production and operations management problems: a review
Journal: International Journal of Production Research
Published Year: 2003
Authors: M. Khouja F. Vergara H. Aytug

Measures of subproblem criticality in decomposition algorithms for shop scheduling
Journal: International Journal of Production Research
Published Year: 2002
Authors: K. Kempf R. Uzsoy H. Aytug

Solving large-scale maximum expected covering location problems by genetic algorithms: A comparative study
Journal: European Journal of Operational Research
Published Year: 2002
Authors: C. Saydam H. Aytug

New stopping criterion for genetic algorithms
Journal: European Journal of Operational Research
Published Year: 2000
Authors: G. Koehler H. Aytug

Simulation Analysis of Order and Kanban Sequencing Rules in a Kanban-Controlled Flow Shop
Journal: Simulation: Transactions of the Society for Modeling and Simulation Intl
Published Year: 1999
Authors: C. Dogan H. Aytug

A framework and a simulation generator for kanban-controlled manufacturing systems
Journal: Computers and Industrial Engineering - special issue on Cellular Manufacturing Systems
Published Year: 1998
Authors: C. Dogan H. Aytug

Genetic learning through simulation: An investigation in shop floor scheduling
Journal: Annals of Operations Research
Published Year: 1998
Authors: S. Bhattacharyya G. Koehler H. Aytug

A Markov Chain analysis of genetic algorithms with power of 2 cardinality alphabets
Journal: European Journal of Operational Research
Published Year: 1996
Authors: S. Bhattacharyya G. Koehler H. Aytug

Determining the Number of Kanbans: A Simulation Metamodeling Approach
Journal: Simulation: Transactions of the Society for Modeling and Simulation Intl
Published Year: 1996
Authors: C. Dogan G. Bezmez H. Aytug

Stopping Criteria for Finite Length Genetic Algorithms
Journal: INFORMS Journal on Computing
Published Year: 1996
Authors: G. Koehler H. Aytug

A Review of Machine Learning in Scheduling
Journal: IEEE Transactions on Engineering Management
Published Year: 1994
Authors: S. Bhattacharyya G. Koehler J. Snowdon H. Aytug

Genetic Learning of Dynamic Scheduling within a Simulation Environment
Journal: Computers & Operations Research
Published Year: 1994
Authors: G. Koehler J. Snowdon H. Aytug
Executing global factory schedules under executional uncertainty
Published Year: 2004
Authors: M. Lawley R. Uzsoy H. Aytug

Executing global factory schedules under executional uncertainty
Published Year: 2003
Authors: M. Lawley R. Uzsoy H. Aytug

Integrating Scheduling and Structural Control
Published Year: 2002
Authors: M. Lawley R. Uzsoy H. Aytug

Research and Analysis of Machine Learning for Dynamic Scheduling
Published Year: 1991
Authors: G. Koehler C.Y. Lee J. Snowdon H. Aytug
Warrington Directory