An Analysis on Crossovers for Real Number Chromosomes in an Infinite Population Size

Nomura, Tatsuya

An Analysis on Crossovers for Real Number Chromosomes in an Infinite Population Size

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Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence. Learning. Pages 936-940.

Abstract

In this paper , as one approach for mathematical analysis of evolutionary algorithms with real number chromosomes, we focus our attention on crossovers, give a general framework of the description for the change of the distribution of the population through them, and verify the properties of crossovers based on the framework. This framework includes various crossover which have been proposed and we apply our result to these crossover methods.

Tatsuya Nomura. 1997. An Analysis on Crossovers for Real Number Chromosomes in an Infinite Population Size. In Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, IJCAI-97. IJCAI, 936–940. https://ijcai.org/proceedings/1997/135

@inproceedings{ijcai1997p135,
  title     = {An Analysis on Crossovers for Real Number Chromosomes in an Infinite Population Size},
  author    = {Nomura, Tatsuya},
  booktitle = {Proceedings of the Fifteenth International Joint Conference on
               Artificial Intelligence, {IJCAI-97}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Martha E. Pollack},
  pages     = {936--940},
  year      = {1997},
  note      = {Learning},
  url       = {https://ijcai.org/proceedings/1997/135},
}

TY  - CPAPER
TI  - An Analysis on Crossovers for Real Number Chromosomes in an Infinite Population Size
AU  - Nomura, Tatsuya
T2  - Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, IJCAI-97
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1997
SP  - 936
EP  - 940
UR  - https://ijcai.org/proceedings/1997/135
ER  -