Bojtar, Veronika and Botzheim, Janos (2020) Queen Bee Based Genetic Programming Method for a Hive Like Behavior. In: 2020 IEEE 20th International Symposium on Computational Intelligence and Informatics (CINTI), 2020.november 5-7, Budapest.
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Abstract
Designing the behavioral attributes of a robot is challenging, and the complexity of this task is even more increased in the case of swarm robotics. For effectively solving such problems special types of evolutionary algorithms can be used such as Genetic Programming and Queen Bee Based Genetic Programming method. The revolutionary idea behind these algorithms is that they use tree based representation for the individuals in a population, thus being able to solve structure optimization problems. The goal of this paper is to introduce the idea of the Queen Bee Based Genetic Programming method and compare its effectiveness with Genetic Programming through the evolution of a successful hive based behavioral program.
| Item Type: | Conference or Workshop Item (Paper) |
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| Subjects: | T Technology / alkalmazott, műszaki tudományok > TK Electrical engineering. Electronics Nuclear engineering / elektrotechnika, elektronika, atomtechnika |
| Depositing User: | Dr. János Botzheim |
| Date Deposited: | 28 Sep 2021 13:56 |
| Last Modified: | 03 Apr 2023 07:24 |
| URI: | http://real.mtak.hu/id/eprint/131146 |
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