Výsledky vyhledávání - efficient and parallel genetic algorithm

Short-Term Load Forecasting for Electrical Power Distribution Systems Using Enhanced Deep Neural Networks Autor Tsegaye, Shewit, Padmanaban, Sanjeevikumar, Tjernberg, Lina Bertling, Fante, Kinde Anlay

“… with renewable energy sources. In this study, we introduce a Long Short-Term Memory (LSTM), augmented with enhancements inspired by an Efficient and Parallel Genetic Algorithm (EPGA…”
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An efficient parallel genetic algorithm solution for vehicle routing problem in cloud implementation of the intelligent transportation systems Autor Abbasi, Mahdi, Rafiee, Milad, Khosravi, Mohammad R., Jolfaei, Alireza, Menon, Varun G., Koushyar, Javad Mokhtari

“…A novel parallelization method of genetic algorithm (GA) solution of the Traveling Salesman Problem (TSP) is presented…”
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Efficient Hierarchical Parallel Genetic Algorithms using Grid computing Autor Lim, Dudy, Ong, Yew-Soon, Jin, Yaochu, Sendhoff, Bernhard, Lee, Bu-Sung

“…In this paper, we present an efficient Hierarchical Parallel Genetic Algorithm framework using Grid computing (GE-HPGA…”
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GPU based parallel genetic algorithm for solving an energy efficient dynamic flexible flow shop scheduling problem Autor Luo, Jia, Fujimura, Shigeru, El Baz, Didier, Plazolles, Bastien

“… As the problem is strongly NP-hard, a priority based hybrid parallel Genetic Algorithm with a predictive reactive complete rescheduling strategy is developed…”
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An efficient field programmable gate array based hardware architecture for efficient motion estimation with parallel implemented genetic algorithm Autor Teja, Nandireddygari Ramya, Arunmetha, S., Bachu, Srinivas

“…) algorithm for an efficient motion estimation (ME) strategy in a field programmable gate array platform based on a parallel implemented genetic algorithm (GA…”
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Efficient parallel genetic algorithms: theory and practice Autor Cantú-Paz, Erick, Goldberg, David E.

“…Parallel genetic algorithms (GAs) are complex programs that are controlled by many parameters, which affect their search quality and their efficiency…”
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AutoML with Parallel Genetic Algorithm for Fast Hyperparameters Optimization in Efficient IoT Time Series Prediction Autor Wu, Di, Guan, Qinghua, Fan, Zhe, Deng, Hanhui, Wu, Tao

“…With the development of artificial intelligence and the improvement of hardware computing power, deep learning models have become widely used in the Internet…”
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Design of an efficient genetic algorithm for resource-constrained unrelated parallel machine scheduling problem with machine eligibility restrictions Autor Afzalirad, Mojtaba, Shafipour, Masoud

“…This study addresses a resource-constrained unrelated parallel machine scheduling problem with machine eligibility restrictions…”
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Multicomponent, multiazimuth prestack seismic waveform inversion for azimuthally anisotropic media using a parallel and computationally efficient non-dominated sorting genetic algorithm Autor Li, Tao, Mallick, Subhashis

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An efficient crossover architecture for hardware parallel implementation of genetic algorithm Autor Faraji, Rasoul, Naji, Hamid Reza

“… The main idea is based on the efficient use of a genetic algorithm's crossover operator to enhance the speed of algorithm to reach an optimal solution…”
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Efficient parallel execution of genetic algorithms on Epiphany manycore processor Autor Łukasz Faber, Krzysztof Boryczko

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Modelling of flue gas injection and collaborative optimization of multi-injection parameters for efficient coal-based carbon sequestration combined with BP neural network parallel genetic algorithms Autor Fan, Zhanglei, Fan, Gangwei, Zhang, Dongsheng, Zhang, Lei, Chai, Yujian, Yu, Wei

“…•A refined THMC model with a convenient permeability model for GM-ECBM is established.•Different views on elevated injection temperature are explained for the…”
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Efficient multivariate optimization of an ultrasonic transducer with genetic parallel algorithms Autor Naz, Sidra, Usman, Anila, Zameer, Aneela, Muhammad, Kehkeshan, Raja, Muhammad Asif Zahoor

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Designing energy-efficient approximate adders using parallel genetic algorithms Autor Naseer, Adnan Aquib, Ashraf, Rizwan A., Dechev, Damian, DeMara, Ronald F.

“… Since the performance versus energy savings landscape is complex, we investigate the acceleration of the design of approximate adders using parallelized Genetic Algorithms (GAs…”
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Efficient parallel genetic algorithms : theory and practice: Genetic and evolutionary computation Autor CANTU-PAZ, E, GOLDBERG, D. E

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An Efficient Large-Scale Sensor Deployment Using a Parallel Genetic Algorithm Based on CUDA Autor Seo, Jae-Hyun, Yoon, Yourim, Kim, Yong-Hyuk

“… A genetic algorithm has the advantage of delivering results of a higher quality than simple computational algorithms, but it has the drawback of requiring too much computing time…”
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Efficient hierarchical hybrids parallel genetic algorithm for shortest path routing Autor Neeraj, Kumar, Anil

“… Genetic algorithm is an efficient way to produce shortest path routing due to its nature…”
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Design of a genetic algorithm for bi-objective unrelated parallel machines scheduling with sequence-dependent setup times and precedence constraints Autor Tavakkoli-Moghaddam, R., Taheri, F., Bazzazi, M., Izadi, M., Sassani, F.

“…This paper presents a novel, two-level mixed-integer programming model of scheduling N jobs on M parallel machines that minimizes bi-objectives, namely the number of tardy jobs and the total…”
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Efficient parallel genetic algorithms applied to numerical optimisation Autor Yang, Yong

“… Parallel genetic algorithms (PGAs) have therefore become an important area of research. Coarse-grained implementations are one of the most popular models and many researchers are concerned primarily with this area…”
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ReSeer: Efficient search-based replay for multiprocessor virtual machines Autor Wang, Tao, Xu, Jiwei, Zhang, Wenbo, Zhang, Jianhua, Wei, Jun, Zhong, Hua

“…•ReSeer limits the search space in writing shared memory with the page protection.•ReSeer uses an efficient and parallel genetic algorithm to search execution paths…”
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