David E. Goldberg

Home * People * David E. Goldberg



David Edward Goldberg, an American mathematician, computer scientist, civil engineer, entrepreneur, and professor emeritus at the department of Industrial and Enterprise Systems Engineering (IESE) at the University of Illinois at Urbana-Champaign (UIUC), renowned for his seminal work on genetic algorithms. He received his Ph.D. in civil engineering in 1983 from the University of Michigan under John H. Holland.

=Selected Publications=

1983 ...

 * David E. Goldberg (1983). Computer-Aided Gas Pipeline Operation Using Genetic Algorithms and Rule Learning. Ph.D. thesis, University of Michigan, advisor John H. Holland
 * David E. Goldberg (1985). Dynamic System Control Using Rule Learning and Genetic Algorithms. IJCAI 1985
 * David E. Goldberg, John H. Holland (1988). Genetic Algorithms and Machine Learning. Machine Learning, Vol. 3
 * David E. Goldberg (1989). Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley

1990 ...

 * David E. Goldberg (1990). Probability Matching, the Magnitude of Reinforcement, and Classifier System Bidding. Machine Learning, Vol. 5
 * Andrew Horner, David E. Goldberg (1991). Genetic Algorithms and Computer-Assisted Music Composition. ICMC 1991
 * David E. Goldberg (1991). Real-coded Genetic Algorithms, Virtual Alphabets, and Blocking. Complex Systems, Vol. 5, No. 2
 * David E. Goldberg (1994). Genetic and Evolutionary Algorithms Come of Age. Communications of the ACM, Vol. 37, No. 3
 * David E. Goldberg (1999). Using Time Efficiently: Genetic-Evolutionary Algorithms and the Continuation Problem. GECCO 1999

2000 ...

 * Dimitri Knjazew, David E. Goldberg (2000). Large-Scale Permutation Optimization with the Ordering Messy Genetic Algorithm. PPSN 2000
 * David E. Goldberg (2002). The Design of Innovation: Lessons from and for Competent Genetic Algorithms. Kluwer Academic Publishers
 * Kumara Sastry, David E. Goldberg, Graham Kendall (2005). Genetic Algorithms. Search Methodologies, Springer
 * David E. Goldberg (2006). Genetic Algorithms in Search, Optimization and Machine Learning. Pearson Education India

2010 ...

 * David E. Goldberg (2018). On becoming a reflective practitioner. GECCO 2018

=External Links=
 * David E. Goldberg from Wikiepedia
 * The Mathematics Genealogy Project - David Goldberg
 * David E. Goldberg - Google Scholar Citations
 * llinois Genetic Algorithms Lab | Life, Liberty, and the Pursuit of Genetic Algorithm
 * David E Goldberg | HuffPost

=References= Up one level