Search Results - Parallel memetic algorithm

Robust global supply chain network design under disruption and uncertainty considering resilience strategies: A parallel memetic algorithm for a real-life case study by Hasani, Aliakbar, Khosrojerdi, Amirhossein

“…•Flexible and resilience strategies to mitigate the risk of correlated disruptive events.•Efficient parallel Taguchi-based memetic algorithm with a hybrid ALNS…”
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A parallel memetic algorithm for qubit mapping on noisy intermediate-scale quantum machines by Rouzé, Jérôme, Melab, Nouredine, Gmys, Jan, Tuyttens, Daniel

“…) to the qubit mapping problem. More exactly, we propose a Parallel Memetic Algorithm for Qubit Mapping (PMA-QM…”
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Co-operation in the Parallel Memetic Algorithm by Nalepa, Jakub, Blocho, Miroslaw

“… In this paper, we investigate the impact of selecting a co-operation scheme for the parallel memetic algorithm (PMA-VRPTW…”
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Parallel island based Memetic Algorithm with Lin–Kernighan local search for a real-life Two-Echelon Heterogeneous Vehicle Routing Problem based on Brazilian wholesale companies by Bevilaqua, Andre, Bevilaqua, Diego, Yamanaka, Keiji

“…This paper deals with a Two-Echelon Fixed Fleet Heterogeneous Vehicle Routing Problem (2E-HVRP) faced by Brazilian wholesale companies. Vehicle routing…”
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Parallel memetic algorithm for training recurrent neural networks for the energy efficiency problem by Ruiz, L.G.B., Capel, M.I., Pegalajar, M.C.

“… We compared the sequential implementation of the evolutionary algorithm with the new parallel version to obtain predictors and found that this new version of our software tool halved the execution…”
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A parallel memetic algorithm with explicit management of diversity for the job shop scheduling problem by Constantino, Oscar Hernández, Segura, Carlos

“… Recent advances in the field of memetic algorithms show that explicitly managing the diversity of the population by taking into account the stopping criterion with the aim of dynamically adapting…”
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Parallel memetic algorithm for optimal control of multi-stage catalytic reactions by Sakharov, Maxim, Koledina, Kamila, Gubaydullin, Irek, Karpenko, Anatoly

“… In this work we propose a novel parallel memetic algorithm that allows obtaining feasible control strategies by monitoring the restrictions on control variables…”
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Diversity-adaptive parallel memetic algorithm for solving large scale combinatorial optimization problems by Tang, Jing, Lim, Meng Hiot, Ong, Yew Soon

“…Parallel memetic algorithms (PMAs) are a class of modern parallel meta-heuristics that combine evolutionary algorithms, local search, parallel and distributed computing technologies for global optimization…”
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Serial and parallel memetic algorithms for the bounded diameter minimum spanning tree problem by Vuppuluri, Prem Prakash, Chellapilla, Patvardhan

“… This article presents a two‐phase memetic algorithm for the BDMST problem that combines a specialized recombination operator…”
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A NSGA-II based memetic algorithm for multiobjective parallel flowshop scheduling problem by Wang, Hongfeng, Fu, Yaping, Huang, Min, Huang, George Q., Wang, Junwei

“…•Propose a novel NSGA-II based memetic algorithm to solve the model.•Proposed algorithm outperforms two popular multiobjective EAs significantly…”
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A fast local search based memetic algorithm for the parallel row ordering problem by Palubeckis, Gintaras

“…)-time procedure for performing this task, where n is the number of facilities. As a case study, we incorporate this procedure in a memetic algorithm (MA…”
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A Parallel Memetic Algorithm to Solve the Capacitated Vehicle Routing Problem with Time Windows by González, Oscar M, Segura, Carlos, Valdez Peña, Sergio I

“…). Our proposal is a memetic algorithm that integrates simulated annealing and novel crossover operators…”
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Discovering the Rules of Data Mining Classification using Distributed Memetic Algorithm by Mohammadreza Dehghanimahmoudabadi, Mohammadreza Mollahoseini Ardakani

“… This study evaluates the effectiveness of the Distributed Memetic Algorithm in discovering classification rules in data mining…”
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A memetic differential evolution algorithm for energy-efficient parallel machine scheduling by Wu, Xueqi, Che, Ada

“… The parallel machines are speed-scaling. To solve the problem, we propose a memetic differential evolution (MDE) algorithm…”
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TeMA: A Tensorial Memetic Algorithm for Many-Objective Parallel Disassembly Sequence Planning in Product Refurbishment by Pistolesi, Francesco, Lazzerini, Beatrice

“… Making this process quick and efficient is crucial. This paper presents a novel formulation of parallel disassembly problem that maximizes the degree of parallelism…”
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Memetic algorithm for unrelated parallel machine scheduling problem with grey processing times by Arık, Oğuzhan Ahmet

“…Purpose This paper aims to provide a promising memetic algorithm (MA) for an unrelated parallel machine scheduling problem with grey processing times by using a simple dispatching rule in the local search phase of the proposed MA…”
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Estimation of distribution evolution memetic algorithm for the unrelated parallel-machine green scheduling problem by Xue, Yue, Rui, Zhijian, Yu, Xianyu, Sang, Xiuzhi, Liu, Wenjie

“… To solve the problem, the estimation of distribution evolution memetic algorithm (EDEMA) is proposed. Firstly, based on the minimum machine load first principle, the initialization of the population is proposed…”
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A Hybrid Memetic Algorithm for the Parallel Machine Scheduling Problem With Job Deteriorating Effects by Ding, Junwen, Shen, Liji, Lu, Zhipeng, Xu, Liping, Benlic, Una

“…This paper presents a hybrid memetic algorithm (HMA) for makespan minimization of parallel machine schedules with job deteriorating effects…”
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A memetic algorithm to solve an unrelated parallel machine scheduling problem with auxiliary resources in semiconductor manufacturing by Bitar, Abdoul, Dauzère-Pérès, Stéphane, Yugma, Claude, Roussel, Renaud

“… (to maximize). After stating the problem and giving some properties on the solution space, we show how these properties help us to efficiently solve the problem with the proposed memetic algorithm, which has been implemented and tested on large generated instances. Numerical experiments show that good solutions are obtained within a reasonable computational time…”
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Global-local population memetic algorithm for solving the forward kinematics of parallel manipulators by Chandra, Rohitash, Rolland, Luc

“…Memetic algorithms (MA) are evolutionary computation methods that employ local search to selected individuals of the population…”
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