Search Results - multi-objective genetics algorithm explained

A genetic algorithm based approach to solve multi-resource multi-objective knapsack problem for vegetable wholesalers in fuzzy environment by Changdar, Chiranjit, Pal, Rajat Kumar, Mahapatra, Ghanshaym Singha, Khan, Abhinandan

“… In this paper, we have presented a multi-resource multi-objective knapsack problem (MRKP) for vegetable wholesalers…”
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Comments on “Multi-objective optimization of double effect series and parallel flow water–lithium chloride and water–lithium bromide absorption refrigeration systems” by Konwar et al. [Energy Convers. Manage. 180 (2019) 425–441] by Datta, Dilip

“… algorithm based multi-objective optimization tool along with its applications, which are found highly erroneous and conveying wrong information…”
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Critical Assessment 3: The unique contributions of multi-objective evolutionary and genetic algorithms in materials research by Chakraborti, Nirupam

“…The current state of the art of materials research using multi-objective genetic and evolutionary algorithms is briefly presented with critical analyses…”
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Optimization of multi-objective land use model with genetic algorithm by Mutlu, Hasan

“… The genetic algorithm method developed to find the optimum layout according to the Multi-Objective Land Use Planning Model has been explained, the success and performance of the process…”
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Optimization of a double-layered microchannel heat sink with semi-porous-ribs by multi-objective genetic algorithm by Wang, Tian-Hu, Wu, Hao-Chi, Meng, Jing-Hui, Yan, Wei-Mon

“…•A multi-objective optimization algorithm is coupled into a 3D fluid-solid conjugated model…”
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Optimal design of a segmented thermoelectric generator based on three-dimensional numerical simulation and multi-objective genetic algorithm by Ge, Ya, Liu, Zhichun, Sun, Henan, Liu, Wei

“… All the simulation models to be optimized by the multi-objective genetic algorithm are established and solved by finite element method, where the Thomson effect, in conjunction with Peltier effect…”
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Optimization of a hydrogen supply chain network design under demand uncertainty by multi-objective genetic algorithms by Robles, Jesus Ochoa, Azzaro-Pantel, Catherine, Aguilar-Lasserre, Alberto

“…•The potential of genetic algorithms is explored to cope with the multi-objective formulation.•Better compromise solutions are produced than those obtained with ε…”
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Multi-objective optimization on bionic fractal structure for heat exchanging of single fluids by genetic algorithm by Yao, Zikang, Pan, Lisheng, Mu, Bai, Wei, Xiaolin

“…•A novel biomimetic fractal heat transfer structure optimized for single-fluid cooling system is proposed.•The heat transfer characteristics of fractal…”
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Application of animation design in the digital media art industry based on artificial intelligence technology by Bo, Longwei, Yu, Tianxiu

“… and genetic algorithm, multi-objective evolutionary algorithm, digital media technology, and animation design briefly explained…”
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Multi-objective optimisation of pulsed Nd:YAG laser cutting process using integrated ANN–NSGAII model by Chaki, Sudipto, Bathe, Ravi N., Ghosal, Sujit, Padmanabham, G.

“…The paper presents an integrated model of artificial neural networks (ANNs) and non-dominated sorting genetic algorithm (NSGAII…”
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A multi-objective optimization model for sustainable supply chain network with using genetic algorithm by Ehtesham Rasi, Reza, Sohanian, Mehdi

“… The model in the problem is solved using two algorithms, namely, multi-objective genetic and multi-objective particle swarm…”
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Optimization of wavy fin‐and‐elliptical tube heat exchanger using CFD, multi‐objective genetic algorithm and radical basis function by Yu, Chao, Xue, Xiangyao, Shi, Kui, Wang, Renhao, Zhang, Lei, Shao, Mingzhen

“…‐objective optimization. Since the Colburn factor j and the friction factor f are a pair of conflicting goals, so the multi…”
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A bi-level multi-objective optimal operation of grid-connected microgrids by Lv, Tianguang, Ai, Qian, Zhao, Yuanyuan

“…•Optimize system operation considering power quality, economy and energy utilization.•Apply a combination of algorithms into a multi-objective bi-level programming…”
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Research on multi-objective optimisation of product form design based on kansei engineering by Tang, Wen-Yu, Xiang, Ze-Rui, Ding, Tie-Cheng, Zhao, Xiao, Zhang, Quan, Zou, Rui

“… Multi-objective evolutionary algorithms based on decomposition will be introduced into the field of kansei engineering to carry out research on product form optimisation design based on multi…”
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Modeling and Pareto based multi-objective optimization of wavy fin-and-elliptical tube heat exchangers using CFD and NSGA-II algorithm by Darvish Damavandi, Mohammad, Forouzanmehr, Mostafa, Safikhani, Hamed

“…[Display omitted] •Multi objective optimization of wavy fin-and-elliptical tube heat exchangers has been performed…”
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Multi-objective distribution network reconfiguration optimization problem by Souifi, Hayfa, Kahouli, Omar, Hadj Abdallah, Hsan

“…This paper dealt with the optimal reconfiguration of a power distribution network where a genetic algorithm (GA…”
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Evolutionary multi-objective optimization of truss topology for additively manufactured components by David, Petr, Mareš, Tomáš, Chakraborti, Nirupam

“…This paper focuses on the use of truss topology optimization using an evolutionary approach to find optimized, additively manufactured components through a multi-objective formulation, keeping in mind…”
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Geometric optimization of two-stage thermoelectric generator using genetic algorithms and thermodynamic analysis by Sun, Henan, Ge, Ya, Liu, Wei, Liu, Zhichun

“…Multi-objective genetic algorithms are used to optimize the structure, assignment of configuration and load resistance of a two-stage thermoelectric generator, where Skutterudite and Bi2Te3 are chosen…”
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Multi-period and multi-objective stock portfolio modeling considering cone constraints by Masoomeh Zeinalnezhad, Zohreh Ebrahimi, Towhid Pourrostam

“… This paper modifies and optimizes a multi-objective and multi-period stock portfolio considering cone constraints and uncertain and stochastic discrete decisions…”
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Multi-Objective Optimization Design of FRP Reinforced Flat Slabs under Punching Shear by Using NGBoost-Based Surrogate Model by Liang, Shixue, Cai, Yiqing, Fei, Zhengyu, Shen, Yuanxie

“…Multi-objective optimization problems (MOPs) in structural engineering arise as a significant challenge in achieving a balance between prediction accuracy…”
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