Search Results - simulation based genetics algorithm

Workforce rostering for decentrally controlled production systems: A simulation-based optimization framework using a genetic algorithm by Schwemmer, Julia, Günsel, Christian, Kühn, Mathias, Schmidt, Thorsten

“… To solve this dilemma, we present a simulation-based genetic algorithm, which creates a roster with flexible deployment intervals without a rigid shift pattern based on the production system and job load…”
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An optimization of Cs2TiBr6 perovskite solar cell using SCAPS‐1D simulation based on genetic algorithm by Liu, Xiaoya, Chen, Zhengxin, Wang, Hairong, Zhu, Zhengrong, Zhao, Sirui, Kong, Lingchen, Man, Haitao, Huang, Kai, Wu, Jiang, Ling, Yang

“…A genetic algorithm (GA) was used in this simulation work and a well‐studied double perovskite structure was chosen to verify the feasibility of the algorithm…”
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Automatic Design Framework of Dielectric Elastomer Actuators: Neural Network-Based Real-Time Simulation, Genetic Algorithm-Based Electrode Optimization, and Experimental Verification by Qin, Zijian, Ren, Jieji, Chen, Feifei, Zou, Jiang, Gu, Guoying

“… In this work, we propose a deep learning-based automatic design framework for DEAs, capable of rapidly generating high-dimensional distributed electrode patterns based on different design objects…”
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Parameter identification of Johnson–Cook constitutive model based on genetic algorithm and simulation analysis for 304 stainless steel by Jiang, Xinyang, Ding, Jinfu, Wang, Chengwu, Shiju, E, Hong, Ling, Yao, Weifeng, Wang, Huadong, Zhou, Chongqiu, Yu, Wei

“… identification research of the Johnson–Cook (J-C) constitutive model for 304 stainless steel was conducted via genetic algorithm…”
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Multi-Factor Analysis and Graded Remediation Strategy for Goaf Stability in Underground Metal Mines: Fluid–Solid Coupling Simulation and Genetic Algorithm-Based Optimization Approach by Yuan, Xuzhao, Li, Xiaoquan, Li, Xuefeng, Su, Tianlong, Du, Han, Zhu, Danhua

“…–solid coupling numerical simulation, and a filling sequence optimization method based on genetic algorithms…”
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Model Based Simulation and Genetic Algorithm Based Optimisation of Spiral Wound Membrane RO Process for Improved Dimethylphenol Rejection from Wastewater by Al-Obaidi, Mudhar A., Ruiz-García, Alejandro, Hassan, Ghanim, Li, Jian-Ping, Kara-Zaïtri, Chakib, Nuez, Ignacio, Mujtaba, Iqbal M.

“… It poses a real threat to humans and the environment even at low concentration. In this paper, a model based framework was developed for the simulation and optimisation of RO process for the removal of dimethylphenol from wastewater…”
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Solving Multi-Objective Linear Fractional Stochastic Transportation Problems Involving Normal Distribution using Simulation-Based Genetic Algorithm by Gessesse, Adane Abebaw, Mishra, Rajashree, Acharya, Mitali Madhumita

“…In real-life situations, we human beings faced with multi-objective problems that are conflicting and non-commensurable with each other. Especially, when goods…”
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Shape optimization for the subsidence resistance of an interbody device using simulation-based genetic algorithms and experimental validation by Hsu, Ching-Chi

“… Then, the simulation‐based genetic algorithm, which combined the finite element model and the searching algorithm, was developed by using…”
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Agent-Based Simulations Using Genetic Algorithm Calibration: A Children's Services Application by White, Luke, Basurra, Shadi, Gaber, Mohamed Medhat, Alsewari, Abdulrahman A., Saeed, Faisal, Addanki, Sudhamshu Mohan

“… With the help of industry experts, an Agent-Based Model is created to emulate basic Children's Services operations and optimised to fit existing data using NSGA-III…”
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Simulation-based genetic algorithm for optimizing a municipal cooperative waste supply chain in a pandemic by Ghasemi, Peiman, Goli, Alireza, Goodarzian, Fariba, Ehmke, Jan Fabian

“…The quantity of medical waste produced by municipalities is on the rise, potentially presenting significant hazards to both the environment and human health…”
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A simulation-based genetic algorithm for a semi-automated warehouse scheduling problem with processing time variability by Teck, Sander, Dewil, Reginald, Vansteenwegen, Pieter

“… This paper proposes a simulation-based evolutionary algorithm for order scheduling and multi-robot task assignment in a robotic mobile fulfillment system…”
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A simulation-based Genetic Algorithm approach for the quay crane scheduling under uncertainty by Al-Dhaheri, Noura, Jebali, Aida, Diabat, Ali

“… A stochastic mixed integer programming model is proposed, and a simulation-based Genetic Algorithm (GA…”
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A simulation-based genetic algorithm approach for the simultaneous consideration of reverse logistics network design and disassembly line balancing with sequencing by Tasoglu, Gokcecicek, Ilgin, Mehmet Ali

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A simulation-based genetic algorithm approach for remanufacturing process planning and scheduling by Zhang, Rui, Ong, S.K., Nee, A.Y.C.

“…•Two potentially conflicting objective functions are considered simultaneously.•A simulation-based genetic algorithm approach is developed…”
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Multi-objective α-reliable path finding in stochastic networks with correlated link costs: A simulation-based multi-objective genetic algorithm approach (SMOGA) by Ji, Zhaowang, Kim, Yong Seog, Chen, Anthony

“…In this study, we propose a new simulation-based multi-objective genetic algorithm (SMOGA…”
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Sustainable and optimized values for municipal wastewater: The removal of biological oxygen demand and chemical oxygen demand by various levels of geranular activated carbon- and genetic algorithm-based simulation by Zahmatkesh, Sasan, Gholian-Jouybari, Fatemeh, Klemeš, Jiří Jaromír, Bokhari, Awais, Hajiaghaei-Keshteli, Mostafa

“… Using and genetic algorithms-artificial neural networks (GA-ANNs), sustainable and optimization values are determined for municipal wastewater…”
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Genetic-algorithm-based simulation optimization considering a single stochastic constraint by Tsai, Shing Chih, Fu, Sheng Yang

“… We present two genetic-algorithm-based algorithms that adopt different sampling rules and searching mechanisms, and thus deliver different statistical guarantees…”
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A simulation-based genetic algorithm for inventory optimization in a serial supply chain by Daniel, J. Sudhir Ryan, Rajendran, Chandrasekharan

“… A genetic algorithm (GA) is proposed to optimize the base‐stock levels with the objective of minimizing the sum of holding and shortage costs in the entire…”
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Cotton yield prediction with Markov Chain Monte Carlo-based simulation model integrated with genetic programing algorithm: A new hybrid copula-driven approach by Ali, Mumtaz, Deo, Ravinesh C., Downs, Nathan J., Maraseni, Tek

“…•Markov Chain Monte Carlo-copula integrated with genetic programing model is designed…”
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Design methodology for workload‐aware loop scheduling strategies based on genetic algorithm and simulation by Penna, Pedro H., Castro, Márcio, Freitas, Henrique C., Broquedis, François, Méhaut, Jean‐François

“…‐aware loop scheduling strategies. In this methodology, a genetic algorithm is employed to explore the state space solution of the problem itself and to guide the design of new loop scheduling strategies…”
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