데이터마이닝 방법을 응용한 휴리스틱 알고리즘 개발

• 영문명: Development of Heuristic Algorithm Using Data - mining Method
• 발행기관: 한국산업경영시스템학회
• 저자명: 김판수(Pan-Soo Kim)
• 간행물 정보: 『산업경영시스템학회지』제28권 제4호, 94~101쪽, 전체 8쪽
• 주제분류: 공학 > 산업공학
• 파일형태: PDF
• 발행일자: 2005.12.01

영문 초록

This paper presents a data-mining aided heuristic algorithm development. The developed algorithm includes three steps. The steps are a uniform selection, development of feature functions and clustering, and a decision tree making. The developed algorithm is employed in designing an optimal multi-station fixture layout. The objective is to minimize the sensitivity function subject to geometric constraints. Its benefit is presented by a comparison with currently available optimization methods.

목차

Abstract

1. 서론

2. 관련연구

3. 개발 알고리즘 적용 내용 및 특성

4. 케이스 연구

5. 결론

참고문헌