Title :
Adaptive Hybrid Harmony Search algorithm for optimal design of laminate composites
Author :
Lakshmi, K. ; Rao, A.R.M.
Author_Institution :
CSIR-Struct. Eng. Res. Centre, Council of Sci. & Ind. Res., Chennai, India
Abstract :
In this paper, a meta-heuristic approach called Adaptive Hybrid Harmony Search algorithm (AHHS), which is a variant of recently developed Harmony search optimisation algorithm is proposed. The harmony search is basically conceptualized using the musical process of searching for a perfect state of harmony. The proposed algorithm is hybridised with a customised neighbourhood search algorithm called `Variable depth neighbourhood search´, to improve its intensification mechanism. This proposed algorithm is applied to a combinatorial problem namely lay-up sequence optimisation of laminate composite stiffened cylinder. The results of the investigated numerical example, clearly illustrate the efficiency of the proposed algorithm to handle the design of layup sequence problem.
Keywords :
design engineering; laminates; optimisation; search problems; AHHS; adaptive hybrid harmony search algorithm; customised neighbourhood search algorithm; harmony search optimisation algorithm; laminate composite stiffened cylinder; laminate composites; lay-up sequence optimisation; layup sequence problem; meta-heuristic approach; musical process; numerical example; optimal design; variable depth neighbourhood search; Algorithm design and analysis; Bandwidth; Laminates; Nickel; Metahueristic algorithms; Stiffened cylinder; combinatorial optimization; harmony search; laminate composites; neighbourhood search;
Conference_Titel :
Computing Communication & Networking Technologies (ICCCNT), 2012 Third International Conference on
Conference_Location :
Coimbatore
DOI :
10.1109/ICCCNT.2012.6396068