Search Results - Simulation-based genetic 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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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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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 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 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 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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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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A simulation-based genetic algorithm approach for reducing emissions from import container pick-up operation at container terminal by Do, Ngoc Anh Dung, Nielsen, Izabela Ewa, Chen, Gang, Nielsen, Peter

“… The method applies discrete event simulation to estimate total truck waiting times and crane moving distance, and then applies a genetic algorithm to minimize the generated emissions from these trucks and cranes…”
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Combinatorial Optimization of Physics Parameterization Schemes for Typhoon Simulation Based on a Simple Genetic Algorithm (SGA) by Lu, Zebin, Xu, Jianjun, Chen, Zhiqiang, Yang, Jinyi, Leung, Jeremy Cheuk-Hin, Xu, Daosheng, Zhang, Banglin

“… This study applied a simple genetic algorithm (SGA) to optimizing the combination of parameterization schemes in NWP models for typhoon forecasting…”
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Stochastic simulation based genetic algorithm for chance constrained data envelopment analysis problems by Udhayakumar, A., Charles, V., Kumar, Mukesh

“…Genetic algorithm (GA) approach is developed for solving the P-model of chance constrained data envelopment analysis (CCDEA…”
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Simulation-based hybrid genetic algorithms for the stochastic multi-mode resource-constrained project scheduling problem with minimized financial risk by Liu, Wanlin, Zhang, Haotian, Chen, Yumeng, Qu, Chunli, Zhang, Jingwen

“…Projects face uncertainties during implementation, and these uncertainties often lead to risk factors that disrupt successful project execution and cause a…”
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A new simulation-based genetic algorithm to efficiency measure in IDEA with weight restrictions by Ebrahimi, Bohlool, Rahmani, Morteza, Ghodsypour, Seyed Hassan

“…•The model contains different types of imprecise data and weight restrictions.•A new simulation-based GA is developed to estimate the expected efficiencies…”
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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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An optimization of Cs 2 TiBr 6 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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A multi-year pavement maintenance program using a stochastic simulation-based genetic algorithm approach by Chootinan, Piya, Chen, Anthony, Horrocks, Matthew R., Bolling, Doyt

“… This is accomplished with the development of a simulation-based genetic algorithm (GA) approach that is capable of planning the maintenance activities over a multi-year planning period…”
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Optimization of welding job-shop scheduling problem under variable workstation constraint: an industrial application with Arena simulation based genetic algorithm by Karaoglan, Aslan Deniz

“…Job-shop scheduling is a difficult issue for 'labor-intensive project type manufacturing'. Because in this type of production, the actual processing times are…”
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