Search Results - Performance evaluation of multi-objective optimization algorithms

Achieving green mobility: Multi-objective optimization for sustainable electric vehicle charging by Barakat, Shimaa, Osman, Ahmed I., Tag-Eldin, Elsayed, Telba, Ahmad A., Abdel Mageed, Hala M., Samy, M.M.

“…) system using four Multi-Objective Optimization (MOO) techniques: MOPSO, NSGAII, NSGAIII, and MOEA/D…”
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Dynamic performance evaluation of evolutionary multi-objective optimization algorithms for gait cycle optimization of a 25-DOFs NAO humanoid robot by Gupta, Pushpendra, Pratihar, Dilip Kumar, Deb, Kalyanmoy

“… Multi-objective optimization algorithms (MOAs) aim to find a Pareto front of optimal solutions, but selecting the best algorithm based on solution quality and computational efficiency remains challenging…”
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Performance evaluation of population-based metaheuristic algorithms and decision-making for multi-objective optimization of building design by 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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Evaluation on Software Performance Optimization Based on Multi-objective Optimization Algorithms by Li, Meiqin

“… This article used the method of evaluating parameter optimization results to conclude that multi-objective optimization algorithms have stronger computational power in models in other fields…”
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Multi-objective optimization design of a complex building based on an artificial neural network and performance evaluation of algorithms by Si, Binghui, Wang, Jianguo, Yao, Xinyue, Shi, Xing, Jin, Xing, Zhou, Xin

“…) although algorithm performance is crucial for achieving effective building performance optimization (BPO…”
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Performance evaluation of solar hybrid combined cooling, heating and power systems: A multi-objective arithmetic optimization algorithm by Li, Ling-Ling, Ren, Xin-Yu, Tseng, Ming-Lang, Wu, Ding-Shan, Lim, Ming K.

“…•The multi-objective arithmetic optimization algorithm is proposed.•The proposed algorithm achieves better convergence capability compared to others…”
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MO-NFSA for solving unconstrained multi-objective optimization problems by Tan, Weng-Hooi, Mohamad-Saleh, Junita

“… Inspired by the potential of NFSA, this paper proposes an evolutionary multi-objective optimization algorithm, namely…”
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Multi-objective energy and daylight optimization of amorphous shading devices in buildings by Kirimtat, Ayca, Krejcar, Ondrej, Ekici, Berk, Fatih Tasgetiren, M.

“…•A novel shading design enhanced by multi-objective optimization is presented.•The amorphous shading device reduced total energy consumption of an office room up to 14…”
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Performance evaluation and comparison of multi-objective optimization algorithms for the analytical design of switched reluctance machines by Zhang, Shen, Li, Sufei, Harley, Ronald G., Habetler, Thomas G.

“…This paper systematically evaluates and compares three well-engineered and popular multi-objective optimization algorithms for the design of switched reluctance machines…”
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Evaluation of nano-MoS2-assisted MQL performances in end milling of AISI 316L austenitic stainless steel and multi-objective optimization via genetic algorithm by Hadjira, Lot, Nesrine, Melzi, Oussama, Benkhelifa, Mustapha, Temmar, Yapan, Yusuf Furkan, Uysal, Alper

“… Moreover, nanofluid-assisted MQL (N-MQL) has been proposed as an advanced technique to further improve the MQL performance, particularly in machining difficult-to-cut materials such as stainless steel…”
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Optimization of chaotic light output in semiconductor laser systems based on multi-objective optimization algorithm by Kong, Jian, Li, Jinsong, Li, Peng

“… A chaotic optical performance optimization model based on improved multi-objective genetic algorithm was constructed using adaptive functions as evaluation indicators…”
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Enhanced Multi-Object Dwarf Mongoose Algorithm for Optimization Stochastic Data Fusion Wireless Sensor Network Deployment by Li, Shumin, Zhou, Yongquan, Luo, Qifang

“… The deployment problem of SDFWSN is modeled as a multi-objective optimization problem. The network…”
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The sensitivity of multi-objective optimization algorithm performance to objective function evaluation budgets by Dymond, Antoine S., Kok, Schalk, Heyns, P. Stephan

“…When solving multi-objective optimization problems, practitioners desire the most accurate solution possible given the available objective function evaluation (OFE) budget…”
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Multi-objective optimization of CNC turning parameters using genetic algorithm and performance evaluation of nanocomposite coated carbide inserts by Pratheesh Kumar, M. R., Saravanakumar, K., Balakrishnan, S., Saravanan, R.

“…Inconel 600 is a super alloy known for its properties like low thermal conductivity and work hard-ening. The work hardening property of this alloy makes it…”
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Multi-Objective Image Optimization of Product Appearance Based on Improved NSGA- by Ao, Yinxue, Lv, Jian, Xie, Qingsheng, Zhang, Zhengming

“…A second-generation fast Non-dominated Sorting Genetic Algorithm product shape multi-objective imagery optimization model based on degradation (DNSGA-II…”
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Performance Evaluation and Comparison of Multi-objective optimization Algorithms by Tsarmpopoulos, Dimitris G., Papanikolaou, Athanasia N., Kotsiantis, Sotiris, Grapsa, Theodoula N., Androulakis, George S.

“… In this paper, a comparison among high-performing multi-objective metaheuristics optimization algorithms is provided…”
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Spatial layout optimization of green infrastructure based on life-cycle multi-objective optimization algorithm and SWMM model by Zhu, Yifei, Xu, Changqing, Liu, Zijing, Yin, Dingkun, Jia, Haifeng, Guan, Yuntao

“…•A life-cycle evaluation framework coupled with NSGA-II and SWMM was proposed.•NSGA-II algorithm was used for automatic GI layout optimization…”
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Advancing truss structure optimization—A multi-objective weighted average algorithm with enhanced convergence and diversity by Adalja, Divya, Kalita, Kanak, Čepová, Lenka, Patel, Pinank, Mashru, Nikunj, Jangir, Pradeep, Arpita

“…•Presents MOWAA, a novel algorithm designed for enhanced convergence and diversity in truss structure optimization…”
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Efficient Evaluation of Vacuum Pressure-swing Cycle Performance using Surrogate-based, Multi-objective Optimization Algorithm by Landa, Héctor Octavio Rubiera, Kawajiri, Yoshiaki, Realff, Matthew J.

“…The performance evaluation of vacuum pressure-swing adsorption (VPSA) cycles with detailed, full-order models (FOMs…”
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An energy-efficient multi-objective optimization for flexible job-shop scheduling problem by Mokhtari, Hadi, Hasani, Aliakbar

“…, flexible job-shop scheduling problem (FJSP). To this end, a multi-objective optimization model is developed with three…”
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