Evolutionary Generative Process for an Artificial Creature's Personality
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, JH | - |
dc.contributor.author | Lee, CH | - |
dc.contributor.author | Lee, KH | - |
dc.contributor.author | Lee, CH | - |
dc.date.available | 2018-05-08T04:45:38Z | - |
dc.date.created | 2018-04-18 | - |
dc.date.issued | 2009-05 | - |
dc.identifier.issn | 1094-6977 | - |
dc.identifier.uri | http://scholarworks.bwise.kr/ssu/handle/2018.sw.ssu/6035 | - |
dc.description.abstract | In this paper, an artificial creature is designed to have its own genome in which a specific personality is encoded. The genome is composed of 14 chromosomes each of which consists of three kinds of genes such as fundamental genes, internal-state-related genes, and behavior-related genes. To represent various types of personality, a large number of genes are needed. In this case, if gene values are assigned manually for the individual genome, it becomes increasingly difficult and time-consuming to generate a desired personality reliably and consistently. Considering this problem, this paper proposes an evolutionary process that generates a genome encoding a specific personality of an artificial creature. The process evolves a population of genomes such that it customizes the genome, which meets a simplified set of personality traits desired by the user. The evaluation procedure for each genome of the population is carried out in a virtual environment using a tailored perception scenario and a dedicated fitness function. An artificial creature, Rity, is developed in the virtual 3-D world created in a PC to demonstrate the effectiveness of the proposed process. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS | - |
dc.title | Evolutionary Generative Process for an Artificial Creature's Personality | - |
dc.type | Article | - |
dc.identifier.doi | 10.1109/TSMCC.2009.2013724 | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, v.39, pp.331 - 342 | - |
dc.description.journalClass | 1 | - |
dc.identifier.wosid | 000265437300006 | - |
dc.identifier.scopusid | 2-s2.0-67349281544 | - |
dc.citation.endPage | 342 | - |
dc.citation.startPage | 331 | - |
dc.citation.title | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS | - |
dc.citation.volume | 39 | - |
dc.contributor.affiliatedAuthor | Lee, KH | - |
dc.type.docType | Article | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
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