Hybrid immune-simulated annealing algorithm for optimal design and manufacturing
INTERNATIONAL JOURNAL OF MATERIALS & PRODUCT TECHNOLOGY, cilt.34, sa.3, ss.217-226, 2009 (SCI-Expanded, Scopus)
- 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.