Výsledky vyhledávání - memetic algorithms in uncertain environments

A Multi-Facet Survey on Memetic Computation Autor Chen, Xianshun, Ong, Yew-Soon, Lim, Meng-Hiot, Tan, Kay Chen

“… It covers a plethora of potentially rich meme-inspired computing methodologies, frameworks and operational algorithms including simple hybrids, adaptive hybrids and memetic automaton…”
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An effective memetic algorithm for UAV routing and orientation under uncertain navigation environments Autor Xiang, Shang, Wang, Ling, Xing, Lining, Du, Yonghao

“…), especially under uncertain navigation environments. Although the UAV’s straight flights that connect navigation correction points can constitute a plan of navigation…”
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A reinforcement learning enhanced memetic algorithm for multi-objective flexible job shop scheduling toward Industry 5.0 Autor Chang, Xiao, Jia, Xiaoliang, Ren, Jiahao

“… However, the processing time is variable and uncertain due to the fluctuating production environment caused by unsteady operating conditions of machines and learning effect of workers…”
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Evolutionary Multitasking Memetic Algorithm for Distributed Hybrid Flow-Shop Scheduling Problem With Deterioration Effect Autor Liu, Huan, Zhao, Fuqing, Wang, Ling, Xu, Tianpeng, Dong, Chenxing

“… Considering the uncertain processing time in the actual production environment, the constraint of deteriorated variable processing time is added in some problems…”
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A Discrete Interval-based Multi-objective Memetic Algorithm for Scheduling Workflow with Uncertainty in Cloud Environment Autor Qin, Shuo, Pi, Dechang, Shao, Zhongshi, Xu, Yue

“… This problem aims at allocating the workflow to the public cloud environment. The uncertain workload and communication data of workflow as well as the processing ability…”
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Energy aware semi-automatic assembly line balancing problem considering ergonomic risk and uncertain processing time Autor Rahman, Humyun Fuad, Janardhanan, Mukund Nilakantan, Ponnambalam, S.G.

“… With increasing awareness of sustainable practices in the manufacturing environment, this study addresses a sustainable SSALBP, where a mixed integer linear programming (MILP…”
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Hybrid Memetic Algorithm to Solve Multiobjective Distributed Fuzzy Flexible Job Shop Scheduling Problem with Transfer Autor Yang, Jinfeng, Xu, Hua

“… However, due to the complexity of the factory processing environment, the processing information is uncertain…”
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A Multi-Facet Survey on Memetic Computation : MEMETIC COMPUTATION Autor XIANSHUN CHEN, ONG, Yew-Soon, LIM, Meng-Hiot, KAY CHEN TAN

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The stochastic decision making framework for long-term multi-objective energy-water supply-ecology operation in parallel reservoirs system under uncertainties Autor Yang, Zhe, Wang, Yufeng, Yang, Kan

“…•Improved memetic meta-heuristic algorithm for acquiring high-quality non-dominated solutions…”
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A Learning-Based Hybrid Artificial Bee Colony Algorithm for Energy-Efficient Distributed Heterogeneous Type-2 Fuzzy Welding Shop Scheduling Problem With Factory Eligibility Autor Yu, Fei, Gao, Liang, Lu, Chao, Yin, Lvjiang

“…) lead to uncertain processing time for jobs. However, the research considering uncertain processing time in DHWSP with factory eligibility remains unexplored…”
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Solving real-world vehicle routing problems in uncertain environments Autor Mendoza, Jorge E.

“…) in uncertain environments. First, the thesis proposes a set of new methods for the VRP faced by a public utility and reports how these methods were embedded into a decision support system…”
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A memetic algorithm for uncertain Capacitated Arc Routing Problems Autor Juan Wang, Ke Tang, Xin Yao

“…), with the objective of finding a robust solution which performs well in all possible environments. There exist few algorithms for UCARP in previous work…”
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A memetic algorithm for dynamic economic load dispatch optimization Autor Orike, Sunny, Corne, David W.

“… In this paper, we take a memetic algorithm (MA) that has recently…”
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Emergency Logistics Scheduling Under Uncertain Transportation Time Using Online Optimization Methods Autor Zhang, Yutong, Liu, Jing

“… A multi-trip cumulative capacitated vehicle routing problem with uncertain transportation time is investigated as the basic…”
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Fast-moving consumer goods network design with pricing policy in an uncertain environment with correlated demands Autor Nasiri, G. Reza, Kalantari, Mohammad, Karimi, Behrooz

“…•A mixed-integer non-linear programming model is developed in an uncertain environment…”
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Joint optimization of demand-side operational utility and manufacture-side energy consumption in a distributed parallel machine environment Autor Zhang, Like, Deng, Qianwang, Zhao, Yan, Fan, Qing, Liu, Xiaoyan, Gong, Guiliang

“…•An optimal speed adjustment strategy is designed to improve operational utility.•A problem-dependent memetic algorithm is presented…”
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An uncertain workforce planning problem with job satisfaction Autor Yang, Guoqing, Tang, Wansheng, Zhao, Ruiqing

“…To investigate the effect of employees’ job satisfaction on the firm’s workforce planning, this paper builds a multi-period uncertain workforce planning model…”
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Neuroevolution reinforcement learning for multi-echelon inventory optimization with delivery options and uncertain discount Autor Rizqi, Zakka Ugih, Chou, Shuo-Yan

“… The environment is modeled via System Dynamics (SD) and actor is presented by integration of Artificial Neural Network and Evolutionary Algorithm (EA…”
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Dual evolutionary algorithm based on Dyna-Q for distributed heterogeneous hybrid flow shop problems with L-R trapezoidal fuzzy numbers: Dual evolutionary algorithm based on Dyna-Q for distributed Autor Xia, Liangcai, Chen, Shijun, Zhou, Weigang, Wang, Qian, Xu, Jiying

“… Furthermore, real-world production processes are inevitably influenced by changes in factors such as equipment conditions, worker skills, and production environments, leading to uncertainties…”
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Bi-objective covering salesman problem with uncertainty Autor Tripathy, Siba Prasada

“… In this paper, we consider a bi-objective CSP in an uncertain environment where Interval Type 2 fuzzy numbers represent the costs of the edges…”
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