Hybrid immune-simulated annealing algorithm for optimal design and manufacturing

Yildiz A. R.

INTERNATIONAL JOURNAL OF MATERIALS & PRODUCT TECHNOLOGY, cilt.34, sa.3, ss.217-226, 2009 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 34 Sayı: 3
  • Basım Tarihi: 2009
  • Doi Numarası: 10.1504/ijmpt.2009.024655
  • Dergi Adı: INTERNATIONAL JOURNAL OF MATERIALS & PRODUCT TECHNOLOGY
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.217-226
  • Anahtar Kelimeler: immune algorithm, simulated annealing, design optimisation, turning, GENETIC ALGORITHM, TOPOLOGY DESIGN, MACHINING CONDITIONS, SHAPE OPTIMIZATION, TURNING OPERATIONS
  • Bursa Uludağ Üniversitesi Adresli: Evet

Özet

This paper introduces a new hybrid optimisation approach by combining immune algorithm and simulated annealing algorithm. The main goal of the present research is to develop a novel optimisation approach for the solution of engineering optimisation problems. To demonstrate the effectiveness and robustness of the proposed approach, it is applied to engineering optimisation problems including the multi-pass turning problem taken from the literature and a shape design optimisation problem from automotive industry. Compared with other existing approaches in the literature, the proposed approach is very useful for optimal design and manufacturing.