Multi-Objective Harmony Search Algorithm for Layout Design in Theatre Hall Acoustics
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Date
2016
Authors
Cemre Cubukcuoglu
Ayca Kirimtat
M. Faith Tasgetiren
P. N. Suganthan
Quan-Ke Pan
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IEEE
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Abstract
The aim of the research is to find a feasible set of theatre hall design alternatives for two objectives which are the total cost and the reverberation time subject to several constraints. We formulate the problem as a multi-objective real-parameter constrained optimization problem. To handle this problem we investigated two different optimization algorithms namely a Non-Dominated Sorting Genetic Algorithm II (NSGA-II) and a multi-objective Harmony Search algorithm (MOHS) in order to gather Pareto front approximation with a set of non-dominated solutions. We demonstrate that the MOHS yields slightly better results than the NSGA-II algorithm.
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Evolutionary computation, computational design, theatre hall optimization, performance-based design, multi-objective optimization, PARAMETERS, OPTIMIZATION
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IEEE Congress on Evolutionary Computation (CEC) held as part of IEEE World Congress on Computational Intelligence (IEEE WCCI)
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