Search Results - "Multiobjective optimization algorithm"

Optimizing Enzyme-Constrained Metabolic Models by an Indicator Guided Bi-Surrogate Adaptive Multimodal Multiobjective Optimization Algorithm by Wang, Le, Fan, Xingcun, Yan, Xuefeng

“… the maximization of specific growth rate. The problem has up to 4261 dimensions and is subject to several stringent constraints, and the existence of multiple feasible solutions for kcat significantly increases the difficulty of the optimization…”
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Higher-dimension Multiobjective Optimization Algorithm and Its Application to Wind-turbine Blade Design by Yu, Boxi

“… The optimization of real-world problems needs to be considered a multiobjective optimization that is subject to various constraints…”
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Multiobjective Evolution of Biped Robot Gaits Using Advanced Continuous Ant-Colony Optimized Recurrent Neural Networks by Juang, Chia-Feng, Yeh, Yen-Ting

“…, subject to the basic constraints that the robot cannot fall down and must walk forward. This paper formulates this gait generation task as a constrained multiobjective…”
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Trading‐off tolerable risk with climate change adaptation costs in water supply systems by Borgomeo, Edoardo, Mortazavi‐Naeini, Mohammad, Hall, Jim W., O'Sullivan, Michael J., Watson, Tim

“…‐based exploration of uncertainty. However, the results of optimization subject to risk constraints can be sensitive to the specification of tolerable risk, which may not be precisely or consistently defined by different stakeholder…”
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A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition by Li, Rui, Ren, Chao, Zhang, Xiaowei, Hu, Bin

“… In this study, we proposed a novel ensemble learning method based on multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition. First, we used a 4…”
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Improving Dependability of Distributed Real-Time Applications via Safety and Security Co-Design by Zhan, Jinyu, Jiang, Wei, Liao, Xinke, Jiang, Ke, Adhikari, Deepak

“…With the increasing deployment in mission-critical domains, it is of foremost importance to improve dependability of distributed real-time applications for…”
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A Prediction and Weak Coevolution-Based Dynamic Constrained Multiobjective Optimization by Gong, Dunwei, Rong, Miao, Hu, Na, Wang, Yan, Pedrycz, Witold, Yang, Shengxiang

“…). However, the existing studies have difficulties in tackling DMOPs subject to (dynamic) constraints. In this article, we propose a prediction and weak coevolutionary multiobjective optimization algorithm…”
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Portfolio Implementation Risk Management Using Evolutionary Multiobjective Optimization by Quintana, David, Denysiuk, Roman, Garcia-Rodriguez, Sandra, Gaspar-Cunha, António

“… This study proposes an evolutionary multiobjective optimization algorithm aiming at regions with solutions more tolerant to these deviations and, therefore, more reliable…”
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Multiobjective Optimization of 6-DOF Parallel Manipulator for Desired Total Orientation Workspace by Zhang, Lijie, Ding, Jisong, Wang, Lihang, Qiang, Hongbin

“…A desired total orientation workspace for a parallel manipulator is usually an essential requirement in a practical application. At present, for the…”
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A new swift algorithm for bi-objective optimum design of steel moment frames by Ghasemof, Ali, Mirtaheri, Masoud, Karami Mohammadi, Reza

“…) are treated as two conflicting objectives representing economy and safety measures, respectively, and they are minimized simultaneously subject to a set of design constraints…”
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Exploring the Relationship Between Topology and Function in Evolved Neural Networks by Showalter, Ian, Schwartz, Howard

“… Both vehicles are subject to the effects of mass and drag. Constraints in the number of neurons and synapses are used to control network…”
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Optimization Methods for Improving the Resilience of Civil Infrastructure Systems Subject to Natural Hazards by Piper, Brian Elliott Bell

“…Modeling of civil infrastructure systems subject to hazards and disruptions, and subsequent optimization of their performance under such scenarios, is crucial to protect critical lifeline services…”
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Portfolio Implementation Risk Management Using Evolutionary Multiobjective Optimization by Quintana, David, Denysiuk, Roman, García-Rodríguez, Sandra, Gaspar-Cunha, Antonio

“… This study proposes an evolutionary multiobjective optimization algorithm aiming at regions with solutions more tolerant to these deviations and, therefore, more reliable…”
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A tree-structured multiobjective optimization framework for constructing diagnosis-related groups by Cai, Gaocheng, Zeng, Zhimei, Wan, Mengjie, Liu, Ning, Wang, Yang, Niu, Ben

“…-structured multiobjective optimization framework, grounded in interpretability theory. The model mathematically defines the dual objectives of enhancing intragroup homogeneity and intergroup heterogeneity, subject to grouping rules…”
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On the Performance Degradation of Dominance-Based Evolutionary Algorithms in Many-Objective Optimization by Santos, Thiago, Takahashi, Ricardo H. C.

“…In the last decade, it has become apparent that the performance of Pareto-dominance-based evolutionary multiobjective optimization algorithms degrades…”
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A tabu search evalutionary algorithm for multiobjective optimization: Application to a bi-criterion aircraft structural reliability problem by Long, Kim Chenming

“…Real-world engineering optimization problems often require the consideration of multiple conflicting and noncommensurate objectives, subject to nonconvex constraint regions in a high-dimensional decision space…”
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Workflow map optimization by using multiobjective algorithms by Osuszek, L

“…This paper covers extending Process Definition Language (XPDL), Workflow map and application of multiobjective optimization algorithms to enable fully automated optimization of the Workflow map…”
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