A novel genetic programming approach to control bloat using crossover and mutation with intelligence technique

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@InProceedings{Bhardwaj:2015:IC4,
  author =       "Harshit Bhardwaj and Pankaj Dashore",
  booktitle =    "2015 International Conference on Computer,
                 Communication and Control (IC4)",
  title =        "A novel genetic programming approach to control bloat
                 using crossover and mutation with intelligence
                 technique",
  year =         "2015",
  abstract =     "Bloat is a problem that occurs when there is no
                 advancement in fitness measure, but the size of the
                 tree grows exponentially. Bloat eventually increases
                 the time required to reach the optimal solution. To
                 overcome this defect, Crossover and Mutation with
                 Intelligence technique is proposed. We also used double
                 tournament, in which we apply two tournaments on the
                 basis of size and fitness respectively to select the
                 individuals to perform Crossover with Intelligence. Our
                 approach of overcoming bloat is tested experimentally
                 on some benchmark datasets picked up from UCI
                 repository and by some observations. The results
                 verified that our Crossover and Mutation with
                 Intelligence degrades the bloat phenomena.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/IC4.2015.7375619",
  month =        sep,
  notes =        "Comput. Sci. Dept., Medicaps Inst. of Sci. & Technol.,
                 Indore, India

                 Also known as \cite{7375619}",
}

Genetic Programming entries for Harshit Bhardwaj Pankaj Dashore

Citations