Portrait Photo

Haldun Aytug

Karl F. and Nancy J. Flammer Professor
Flammer Professor and Chair
Chair, Information Systems and Operations Management Department

University of Florida
Warrington College of Business
Information Systems and Operations Management Department
Stuzin Hall 339

(352) 392-2468
Email

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

Keyword Auctions: Advertiser's Problem
Journal: MIS Quarterly
Authors: Soohyun Cho, Haldun Aytug


Mean throughput rate in restart-upon-failure systems subject to random disruptions
Journal: IIE Transactions
Year: Unknown
Authors: Haldun Aytug, Anand Paul


Hierarchical SVM
Journal: INFORMS Journal on Computing
Authors: Hong Guo, Haldun Aytug


Mean throughput rate in restart-upon-failure systems subject to random disruptions
Journal: Operations Research Letters
Year: Unknown
Authors: Anand Paul, Haldun Aytug


Markov Chain evaluation of acute postoperative pain transition states
Journal: PAIN
Published Year: 2016
Authors: Patrick Tighe, Matthew Bzdega, Roger Fillingim, 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


Cross Selling Models for Private Banking
Journal: Unknown
Authors: Ozden Ali, Hamdi Ozcelik, Haldun Aytug


Probabilistic Bounds on the Solution Quality of the Simple Genetic Algorithm
Journal: Unknown
Authors: Anand Paul, 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


Genetic Algorithms: Why Do They Work?
Journal: Unknown
Authors: G. Koehler, H. Aytug


Integrated Global Scheduling and Deadlock Avoidance for Semiconductor Manufacturing
Journal: Unknown
Authors: M. Lawley, A. Upasani, R. Uzsoy, H. Aytug


Managing bandwidth for Internet Services
Journal: Unknown
Authors: H. Aytug


Optimal service protocols in service systems with non-stationary disruptions
Journal: Unknown
Authors: Anand Paul, Haldun 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