Haym Hirsh's Publications:
Genetic Algorithms

Some papers can be viewed by clicking on their titles.
(A few more still need to be put on-line.)

• Khaled Rasheed and Haym Hirsh (2000).
  Informed Operators: Speeding Up Genetic-Algorithm-Based Design Optimization Using Reduced Models.
  Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000).
  
• Gary M. Weiss and Haym Hirsh (2000).
  Learning to Predict Extremely Rare Events.
  Working Notes of the Workshop on Learning from Imbalanced Data Sets,
  The Seventeenth National Conference on Artificial Intelligence (AAAI-2000).
• Khaled Rasheed and Haym Hirsh (1999).
  Learning to be Selective in Genetic-Algorithm-Based Design Optimization.
  Artificial Intelligence for Engineering Design, Analysis and Manufacturing.
• Gary M. Weiss and Haym Hirsh (1998).
  Learning to Predict Rare Events in Categorical Times-Series Data.
  Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD98).
  AAAI Press/MIT Press.
• Gary M. Weiss and Haym Hirsh (1998).
  Learning to Predict Rare Events in Categorical Time-Series Data.
  Working Notes of the Joint Workshop on Predicting the Future: AI Approaches to Time Series Analysis, Fifteenth National Conference on Artificial Intelligence (AAAI98)/Fifteenth International Conference on Machine Learning (ICML98).
  AAAI Press.
• Khaled Rasheed, Haym Hirsh, and Andrew Gelsey (1997).
  A Genetic Algorithm for Continuous Design Space Search.
  Artificial Intelligence in Engineering, 11(3):295-305.
• Khaled Rasheed and Haym Hirsh (1997).
  Using Case-Based Learning to Improve Genetic-Algorithm-Based Design Optimization.
  Proceedings of the Seventh International Conference on Genetic Algorithms (ICGA97).
• Khaled Rasheed and Haym Hirsh (1997).
  Guided Crossover: A New Operator for Genetic Algorithm Based Optimization.
  Rutgers University Computer Science Department Technical Report HPCD-TR-50.