Výsledky vyhledávání - Multi-objective Metaheuristic Optimization Algorithms

Multi-objective optimization using metaheuristics: non-standard algorithms Autor Talbi, El-Ghazali, Basseur, Matthieu, Nebro, Antonio J., Alba, Enrique

“… Most of the studies on metaheuristics for multi‐objective optimization are focused on Evolutionary Algorithms, and some of…”
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A hybrid multi-objective metaheuristic optimization algorithm for scientific workflow scheduling Autor Mohammadzadeh, Ali, Masdari, Mohammad, Gharehchopogh, Farhad Soleimanian, Jafarian, Ahmad

“… Hence, a meta-heuristic algorithm is what required in reaching the optimal response. Thus, the algorithm is a hybridization of the ant lion optimizer (ALO…”
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Optimum design of double tuned mass dampers using multiple metaheuristic multi-objective optimization algorithms under seismic excitation Autor Zamani, Fateme, Alavi, Sayyed Hadi, Mashayekhi, Mohammadreza, Noroozinejad Farsangi, Ehsan, Sadeghi-Movahhed, Ataallah, Majdi, Ali

“… This study investigates the efficiency of double-tuned mass dampers and the optimization of their dynamic characteristics to minimize structural displacement and acceleration…”
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Altruistic population algorithm: A metaheuristic search algorithm for solving multimodal multi-objective optimization problems Autor Ouyang, Haibin, Chen, Jianhong, Li, Steven, Xiang, Jianhua, Zhan, Zhi-Hui

“…Although many intelligent optimization algorithms have been applied to the multimodal multi-objective optimization problems (MMOPs…”
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Performance of Six Metaheuristic Algorithms for Multi-Objective Optimization of Nonlinear Inelastic Steel Trusses Autor Cao, Truong-Son, Nguyen, Thi-Thanh-Thuy, Nguyen, Van-Son, Truong, Viet-Hung, Nguyen, Huu-Hue

“…This paper presents a multi-objective optimization of steel trusses using direct analysis…”
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Performance Analysis of Current Multi-Objective Metaheuristic Optimization Algorithms for Unconstrained Problems Autor ERÖZ, Eyüp, TANYILDIZI, Erkan

“… Various multi-objective optimization algorithms have been developed to apply this method to problems…”
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Performance evaluation of population-based metaheuristic algorithms and decision-making for multi-objective optimization of building design Autor Weerasuriya, A.U., Zhang, Xuelin, Wang, Jiayao, Lu, Bin, Tse, K.T., Liu, Chun-Ho

“…Optimization algorithms and decision-making techniques are major components of multi-objective optimization…”
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Multi-objective optimization of concrete mixture proportions using machine learning and metaheuristic algorithms Autor Zhang, Junfei, Huang, Yimiao, Wang, Yuhang, Ma, Guowei

“… The current single-objective optimization models are not applicable to multi-objective optimization (MOO…”
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Optimized prediction models for faulting failure of Jointed Plain concrete pavement using the metaheuristic optimization algorithms Autor Ehsani, Mehrdad, Hamidian, Pouria, Hajikarimi, Pouria, Moghadas Nejad, Fereidoon

“…) and four multi-objective metaheuristic optimization algorithms, namely, the Pareto envelope-based selection algorithm II (PESA-2…”
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Techno-Economic, Environmental and Social Multi-Objective Optimisation of a Grid-Connected Hybrid Renewable Energy System using Metaheuristic Algorithms Autor Dheda, Dhruti, Albertyn, Jandre, Adetunji, Kayode, Liu, Zhenqing, Abu-Mahfouz, Adnan M., Cheng, Ling

“… Metaheuristic algorithms, Multi-Objective Particle Swarm Optimisation (MOPSO) and Non-Dominated Sorting Genetic Algorithm II (NSGA-II…”
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A mathematical multi-objective optimization model and metaheuristic algorithm for effective advertising in the social internet of things Autor Molaei, Reza, Rahsepar Fard, Kheirollah, Bouyer, Asgarali

“… To address this issue, we present a multi-objective integer linear programming model named ILP-ASoT that facilitates advertising through SIoT…”
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MOGSABAT: a metaheuristic hybrid algorithm for solving multi-objective optimisation problems Autor Tariq, Iraq, AlSattar, H. A., Zaidan, A. A., Zaidan, B. B., Abu Bakar, M. R., Mohammed, R. T., Albahri, O. S., Alsalem, M. A., Albahri, A. S.

“…This study proposes a novel strength of multi-objective gravitational search algorithm and bat algorithm MOGSABAT to solve multi-objective optimisation problem…”
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Optimizing an expensive multi-objective building performance problem: Benchmarking model-based optimization algorithms against metaheuristics with and without surrogates Autor Zorn, Max, Claus, Luisa, Frenzel, Christian, Wortmann, Thomas

“…•Popular multi-objective metaheuristic optimization algorithms are benchmarked against state-of-the-art model-based optimizers…”
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A novel metaheuristic for multi-objective optimization problems: The multi-objective vortex search algorithm Autor Özkış, Ahmet, Babalık, Ahmet

“…•VS algorithm is modified and multi-objective VS (MOVS) has been proposed.•MOVS algorithm has been tested on 36 different benchmark problems along with 4 other algorithms…”
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Use of Statistic Functions to Consider Uncertainty in Multi-objective Optimization Methods Based on Metaheuristic Algorithms Autor Hernández-Pérez, Luis Germán, Ponce-Ortega, José María

“… The used metaheuristic optimization algorithm was the improved multi-objective differential…”
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Multi-objective optimization and sustainable design: a performance comparison of metaheuristic algorithms used for on-grid and off-grid hybrid energy systems Autor Güven, Aykut Fatih, Yörükeren, Nuran, Mengi, Onur Özdal

“… Optimization algorithms were used to select the power values of the system components to be installed…”
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Multi-Objective Optimization in Theory and Practice II: Metaheuristic Algorithms Autor André A. Keller

“…Multi-Objective Optimization in Theory and Practice is a simplified two-part approach to multi-objective optimization (MOO) problems…”
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Multi-objective optimization of building energy performance and indoor thermal comfort by combining artificial neural networks and metaheuristic algorithms Autor Chegari, Badr, Tabaa, Mohamed, Simeu, Emmanuel, Moutaouakkil, Fouad, Medromi, Hicham

“… During the last few years, multi-objective optimization processes have become one of the main challenges for energy efficiency in buildings…”
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A novel hybrid fuzzy–metaheuristic approach for multimodal single and multi-objective optimization problems Autor Keivanian, Farshid, Chiong, Raymond

“…–metaheuristic approach with the aim of overcoming premature convergence when solving multimodal single and multi-objective optimization problems…”
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Multi-objective parametric optimization of a composite high-performance prostheses using metaheuristic algorithms Autor Guedes, Hyan Cândido, Pereira, João Luiz Junho, Gomes, Guilherme Ferreira

“… of layers, resulting in 16 decision variables. Furthermore, the performance of four different multi-objective optimizers was evaluated in the optimization process…”
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