See this document in CiteSeerX!

Towards Understanding Constraint-Handling Methods in Evolutionary Algorithms (1999)  (Make Corrections)  (2 citations)
Zbigniew Michalewicz, Kalyanmoy Deb
Proceedings of the Congress on Evolutionary Computation



  Home/Search   Context   Related

 
View or download:
daimi.aau.dk/~brian/CEC99.ps
Cached:  PS.gz  PS  PDF   Image  Update  Help

From:  daimi.aau.dk/~brian/DAIP99 (more)
(Enter author homepages)

Rate this article: (best)
  Comment on this article  
(Enter summary)

Abstract: The experimental results reported in many papers suggest that making an appropriate a priori choice of an evolutionary method for a nonlinear parameter optimization problem remains an open question. It seems that the most promising approach at this stage of research is experimental, involving a design of a scalable test suite of constrained optimization problems, in which many features could be easily tuned. Then it would be possible to evaluate merits and drawbacks of the available methods as... (Update)

Context of citations to this paper:   More

...constraints (linear, non linear, etc. so that we can establish under what conditions is more convenient to use them. Michalewicz et al. [106] argue that any problem can be characterized by a certain set of parameters including the following: number of linear and nonlinear...

Cited by:   More
PolyEDA: Combining Estimation of Distribution Algorithms and.. - Grahl, Rothlauf (2004)   (Correct)
Theoretical and Numerical Constraint-Handling Techniques used.. - Coello (2002)   (Correct)

Similar documents (at the sentence level):
28.3%:   Evolutionary Algorithms for Engineering Applications - Michalewicz, Deb, Schmidt.. (1997)   (Correct)
23.6%:   Testcase Generator for Nonlinear Continuous.. - Michalewicz, Deb.. (2000)   (Correct)

Active bibliography (related documents):   More   All
0.3:   Evolutionary Algorithms for Constrained Parameter.. - Michalewicz, Schoenauer (1996)   (Correct)
0.1:   Your Brains and My Beauty: Parent Matching for.. - Hinterding, Michalewicz (1998)   (Correct)
0.1:   Constrained Coverage Optimisation for Mobile - Cellular Networks Lin   (Correct)

Similar documents based on text:   More   All
0.5:   Evolutionary Algorithms, Homomorphous Mappings, and.. - Koziel, Michalewicz (1999)   (Correct)
0.5:   A Decoder-based Evolutionary Algorithm for Constrained.. - Koziel, Michalewicz (1998)   (Correct)
0.5:   Genocop III: A Co-evolutionary Algorithm for Numerical.. - Michalewicz, Nazhiyath (1995)   (Correct)

Related documents from co-citation:   More   All
2:   Genetic Algorithms + Data Structure = Evolution Programs (context) - Michalewicz - 1994
2:   Bean J.C.: Genetic and Random Keys for Sequencing and Optimization. Dept. of Industrial & Operations Engineering, Univ. of Michigan, Technical Report (June 1992) 92-43
2:   Evolutionary Algorithms in Engineering Applications - Dasgupta, Michalewicz - 1997

BibTeX entry:   (Update)

Zbigniew Michalewicz, Kalyanmoy Deb, Martin Schmidt, and Thomas J. Stidsen. Towards Understanding Constraint-Handling Methods in Evolutionary Algorithms. In 1999. http://citeseer.ist.psu.edu/michalewicz99towards.html   More

@inproceedings{ michalewicz99towards,
    author = "Zbigniew Michalewicz and Kalyanmoy Deb and Martin Schmidt and Thomas J. Stidsen",
    title = "Towards Understanding Constraint-Handling Methods in Evolutionary Algorithms",
    booktitle = "Proceedings of the Congress on Evolutionary Computation",
    volume = "1",
    month = "6-9",
    publisher = "IEEE Press",
    address = "Mayflower Hotel, Washington D.C., USA",
    editor = "Peter J. Angeline and Zbyszek Michalewicz and Marc Schoenauer and Xin Yao and Ali Zalzala",
    isbn = "0-7803-5537-7 (Microfiche)",
    pages = "581--588",
    year = "1999",
    url = "citeseer.ist.psu.edu/michalewicz99towards.html" }
Citations (may not include all citations):
104   Some guidelines for genetic algorithms with penalty function.. (context) - Richardson, Palmer et al. - 1989
50   Handling constraints in genetic algorithms (context) - Michalewicz, Janikow - 1991
14   Shall we repair (context) - Orvosh, Davis - 1993
11   Heuristic methods for evolutionary computation techniques (context) - Michalewicz - 1995
7   Evolutionary computation for Constrained Parameter Optimizat.. (context) - Michalewicz, Schoenauer - 1996
4   nonlinearprogramming -faq (context) - Gregory - 1995
2   Test-case Generator for Constrained Parameter Optimization T.. (context) - Michalewicz, Deb et al. - 1999

Documents on the same site (http://www.daimi.aau.dk/~brian/DAIP99.html):   More
Multinational Evolutionary Algorithms (long Version, Unpublished) - Ursem (1999)   (Correct)
Evolutionary Algorithms for Engineering Applications - Michalewicz, Deb, Schmidt.. (1997)   (Correct)
Solving Real-Life Time-Tabling Problems - Schmidt   (Correct)

Online articles have much greater impact   More about CiteSeer.IST   Add search form to your site   Submit documents   Feedback  

CiteSeer.IST - Copyright Penn State and NEC