遺伝的アルゴリズムにおける個体間の相関を用いた選択操作の検討
Digital data available（科学技術振興機構）
Begin reading now
J-STAGE
Holdings of Libraries in Japan
This page shows libraries in Japan other than the National Diet Library that hold the material.
Please contact your local library for information on how to use materials or whether it is possible to request materials from the holding libraries.
other
J-STAGE
DigitalCiNii Research
Search ServiceDigitalYou can check the holdings of institutions and databases linked to CiNii Research at this link.
Bibliographic Record
You can check the details of this material, its authority (keywords that refer to materials on the same subject, author's name, etc.), etc.
- Material Type
- 記事
- Author/Editor
- 伊藤 稔杉坂 政典
- Periodical title
- 電気学会論文誌. C, 電子・情報・システム部門誌 = IEEJ transactions on electronics, information and systems
- No. or year of volume/issue
- 124(1) 2004.1
- Volume
- 124
- Issue
- 1
- Pages
- 170～175
- Publication date of volume/issue (W3CDTF)
- 2004-01
- ISSN (Periodical Title)
- 0385-4221
- ISSN-L (Periodical Title)
- 0385-4221
- Publication (Periodical Title)
- 東京 : 電気学会
- Place of Publication (Country Code)
- JP
- Text Language Code
- jpn
- NDLC
- Target Audience
- 一般
- Holding library
- 国立国会図書館
- Call No.
- Z16-795
- Data Provider (Database)
- 国立国会図書館 : 国立国会図書館雑誌記事索引
- Bibliographic ID (NDL)
- 6816564
- Bibliographic Record Category (NDL)
- 632
- Summary, etc.
- It is one of the important problems to maintain the diversity in genetic algorithm. Generally, when the diversity is not fully maintained, it is difficult to find good solution. In this paper, we propose an elite correlation selection operator as a new selection operator to improve the genotype diversity in genetic search process. The proposed method selects individuals with a fitness and a genotype correlation between individuals. As a measure of the correlation, we use the hamming distance of the genotype. The performance of the proposed method is examined with variable knapsack problem. We compare the performance of the proposed method with conventional methods. The experimental results show good performance.
- DOI
- 10.1541/ieejeiss.124.170
- Access Restrictions
- インターネット公開
- Data Provider (Database)
- 科学技術振興機構 : J-STAGE
- Summary, etc.
- It is one of the important problems to maintain the diversity in genetic algorithm. Generally, when the diversity is not fully maintained, it is difficult to find good solution. In this paper, we propose an elite correlation selection operator as a new selection operator to improve the genotype diversity in genetic search process. The proposed method selects individuals with a fitness and a genotype correlation between individuals. As a measure of the correlation, we use the hamming distance of the genotype. The performance of the proposed method is examined with variable knapsack problem. We compare the performance of the proposed method with conventional methods. The experimental results show good performance.
- DOI
- 10.1541/ieejeiss.124.170
- Access Restrictions
- インターネット公開
- Related Material (URI)
- Data Provider (Database)
- 国立情報学研究所 : CiNii Research
- Original Data Provider (Database)
- Japan Link Center雑誌記事索引データベースCrossrefCiNii Articles
- Bibliographic ID (NDL)
- 6816564
- NAID
- 10011820203