Comparison of genetic programming with genetic algorithm

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Brezocnik:1997:ICDMMI,

• author = "Miran Brezocnik and Joze Balic",
• title = "Comparison of genetic programming with genetic algorithm",
• booktitle = "3rd International Conference Design to Manufacture in Modern Industry: Design to manufacture in modern industry",
• year = "1997",
• editor = "Anton Jezernik and Bojan Dolsak",
• pages = "150--156",
• month = sep,
• publisher = "University of Maribor, Faculty of Mechanical Engineering",
• publisher_address = "Slovenia",
• email = "mbrezocnik@uni-mb.si",
• ISBN = "86-435-0192-1",
• keywords = "genetic algorithms, genetic programming",
• abstract = "The paper is concerned about the conventional genetic algorithm (GA) and, particularly, the recently proposed paradigm: genetic programming (GP). The well-known basic knowledge of the conventional GA is briefly presented, but only for comparison with GP. On the contrary, the GP method is discussed in detail. The GP is an evolutionary process, where the fittest computer program in the space of possible computer programs is searched for. The fittest computer program represents a solution in the observed problem domain. One of the most powerful abilities of the GP that allows inclusion of rich information into computer programs is clearly presented and emphasised. Our personal views concerning the complementary nature of the conventional GA and GP are discussed. Finally, we briefly presented the implementation of the GP on the wide variety of different problems.",

}

Genetic Programming entries for Miran Brezocnik Joze Balic

Citations