Výsledky vyhledávání - "Evolutionary multiobjective optimization algorithms"

Multiobjective ResNet pruning by means of EMOAs for remote sensing scene classification Autor Liu, Xuning, Zhou, Yong, Zhao, Jiaqi, Yao, Rui, Liu, Bing, Ma, Ding, Zheng, Yi

“…Convolutional neural networks have achieved remarkable success in the field of computer vision. However, due to their high storage and expensive computations,…”
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Optimal prediction intervals for macroeconomic time series using chaos and evolutionary multi-objective optimization algorithms Autor Sarveswararao, Vangala, Ravi, Vadlamani, Huq, Shaik Tanveer Ul

“…In a first-of-its-kind study, this paper formulates the problem of estimating the prediction intervals (PIs) in a macroeconomic time series as a bi-objective…”
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A Service-Oriented Architecture for Body Area NanoNetworks with Neuron-based Molecular Communication Autor Suzuki, Junichi, Balasubramaniam, Sasitharan, Pautot, Sophie, Perez Meza, Victor Didier, Koucheryavy, Yevgeni

“…Molecular communication provides communication and networking capabilities for nanomachines such as biosensors and bio-actuators to form and enable Body Area…”
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A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions Autor Matsumoto, Takashi, Masuyama, Naoki, Nojima, Yusuke, Ishibuchi, Hisao

“…The performance of a Multiobjective Evolutionary Algorithm (MOEA) for many-objective optimization is often evaluated by multiobjective scalable test problems…”
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Boosting Indicator-Based Selection Operators for Evolutionary Multiobjective Optimization Algorithms Autor Phan, D. H., Suzuki, J.

“…Various evolutionary multiobjective optimization algorithms (EMOAs) have adopted indicator-based selection operators that augment or replace dominance ranking…”
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SMSP-EMOA: Augmenting SMS-EMOA with the Prospect Indicator for Multiobjective Optimization Autor Phan, D. H., Suzuki, J., Boonma, P.

“…This paper studies a new evolutionary multiobjective optimization algorithm (EMOA) that leverages quality indicators in parent selection and environmental…”
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