An optimum design of a ship based on numeric and knowledge processing

지식처리기법에 의한 선박의 주요 치수 최적화

  • Published : 1997.11.01

Abstract

다목적함수 최적화를 효과적으로 수행하기 위하여 유전자 알고리즘과 직접탐색법을 결합하여 혼성형 최적화기법을 구현하였다. 이 방법은 유전자 알고리즘을 사용하여 최적점이 존재할 가능성이 높은 영역을 탐색한 후, 이 영역에서 직접탐색법을 사용하여 최종해를 찾는다. 따라서 탐색의 효율을 향상시키고 계산시간을 절약할 수 있는 장점이 있다. 그러나 최적화기법이 효율적이지만, 최적화기법을 사용하기 위해서는 전문가의 전문지식이 필요하다. 따라서 실제 최적화를 수행하기 위해서는 관련 분야의 전문지식과 최적화기법이 효율적으로 결합되는 것이 필요하다.

Keywords

References

  1. International Journal of Numerical Methods in Engineering v.38 Multiobjective Design of Actively Controlled Structures using a Hybrid Optimization Method A.K. Dhingra;B.H. Lee
  2. Advances in Design Auotomation Hybrid Approach for Optimal Nesting using a Genetic Algorithm and a Local Minimization Algorithm K. Fujita;S. Akagi;N. Hirokawa
  3. Engineering Optimization Use of Knowledge in Selection and Control of Optimization Algorithm M. Balachandran;J.S Gero
  4. Engineering with Computers An Expert System for Choosing the Best Combination of Options in a General Purpose Program for Automated Design Synthesis J.L Rogers;J.F.M. Barthelemy
  5. Engineering with Computers Factors that Affect Planning in a Knowledge-Based System for Mechanical Engineering Design Optimization with Application to the Design of Mechanical Power Transmissions D.A. Hoeltzel;W.H. Chieng
  6. Artificial Intelligence in Design Knowledgeable Assistants in Design Optimization A. Gupta;P.J. Rankin
  7. Water Resources Research v.11 Review and Evaluation of Multiobjective Programming Techniques J.L. Cohon;D.H. Marks
  8. Genetic Algorithm in Search, Opimization & Machine Learning D.E. Goldberg
  9. Ph.D Thesis, Pusan National University Application of Knowledge-Based Systems and Multiobjective Optimization Methods to the Preliminary Ship Design D. Lee
  10. Transactions of The Society of Naval Architectures of Korea v.31 no.3 Study on the Efficient Optimization Method by Coupling Genetic Algorithm and Direct Search Method D. Lee;S.J. Jeong;S. Y. Kim
  11. Journal of the Society of Naval Architects of Korea v.21 Study on the Economics of Container Ships at Preliminary Design Stage D. Lee;S.I. Ma
  12. Journal of Ship Research v.29 Computer-Based Method for the Preliminary Design of Ships T.D Lyon;F. Mistree
  13. Proceedings of 5th International Marine Design Conference & Summer Meeting Combining Objective and Subjective Factors in Multiple Criteria Marine Design P. Sen;J.B. Yang
  14. Marine Technology v.31 Multicriteria Optimization Model for a Containership Design T. Ray;O.M. Sha