Cemre CubukcuogluAyca KirimtatM. Faith TasgetirenP. N. SuganthanQuan-Ke Pan2025-10-062016978-1-5090-0622-9https://gcris.yasar.edu.tr/handle/123456789/7632The 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.EnglishEvolutionary computation, computational design, theatre hall optimization, performance-based design, multi-objective optimizationPARAMETERS, OPTIMIZATIONConference Object