Search Results - "Multiobjective optimization algorithms"

Multiobjective ResNet pruning by means of EMOAs for remote sensing scene classification by 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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Performance Assessment of Population-Based Multiobjective Optimization Algorithms Using Composite Indicators by Saborido, Ruben, Ruiz, Ana B., Gonzalez-Gallardo, Sandra, Luque, Mariano, Borrego, Antonio

“…The performance of population-based multiobjective optimization algorithms is usually evaluated using indicators assessing the quality of the approximation set…”
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Reinforcement Neural Fuzzy Surrogate-Assisted Multiobjective Evolutionary Fuzzy Systems With Robot Learning Control Application by Juang, Chia-Feng, Bui, Trong Bac

“…This paper proposes a new reinforcement neural fuzzy surrogate (RNFS)-assisted multiobjective evolutionary optimization (RNFS-MEO) algorithm to boost the…”
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Large-Scale Multiobjective Vehicle Task Offloading Optimization Based on Cloud-Edge-End Collaboration for 6G Enabled Transport Systems by Liu, Xin, Li, Wenzhuo, Cao, Bin, Wang, Shuqiang, Lyu, Zhihan

“…The rapid expansion of intelligent vehicles in 6G networks has intensified the demand for real-time task processing. However, traditional cloud-edge…”
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Optimal prediction intervals for macroeconomic time series using chaos and evolutionary multi-objective optimization algorithms by 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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Approximation Algorithm Variants for Convex Multiobjective Optimization Problems by Firdevs ULUS

“…We consider a Benson type algorithm to ‘solve’ convex multiobjective optimization problems in the sense that it generates inner and outer approximations to the…”
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Multiobjective Evolution of Biped Robot Gaits Using Advanced Continuous Ant-Colony Optimized Recurrent Neural Networks by Juang, Chia-Feng, Yeh, Yen-Ting

“…This paper proposes the optimization of a fully connected recurrent neural network (FCRNN) using advanced multiobjective continuous ant colony optimization…”
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Navigation of a Fuzzy-Controlled Wheeled Robot Through the Combination of Expert Knowledge and Data-Driven Multiobjective Evolutionary Learning by Juang, Chia-Feng, Chou, Ching-Yu, Lin, Chin-Teng

“…This article proposes a navigation scheme for a wheeled robot in unknown environments. The navigation scheme consists of obstacle boundary following (OBF),…”
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Multiobjective Optimal Control of Wind Turbines: A Survey on Methods and Recommendations for the Implementation by Gambier, Adrian

“…Advanced control system design for large wind turbines is becoming increasingly complex, and high-level optimization techniques are receiving particular…”
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The human-on-the-loop evaluation of multiobjective optimization algorithms for solving a real-world problem that integrates the food-energy-water nexus security and climate change vulnerability by Okola, Isaac, Ochieng, Daniel Orwa, Miriti, Evans Kirimi, Ong'isa, Gilbert Ouma

“…Human-on-the-loop (HOTL) evaluation enables decision-makers to provide qualitative insights that support standard performance metrics. While these metrics are…”
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3D Terrain Multiobjective Deployment Optimization of Heterogeneous Directional Sensor Networks in Security Monitoring by Cao, Bin, Zhao, Jianwei, Lv, Zhihan, Liu, Xin

“…The traditional deployment research on wireless sensor networks (WSNs) has mainly focused on 2D plane and 3D full space; also, the sensors considered are…”
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Performance Comparison of Multiobjective Evolutionary Algorithms on Problems with Partially Different Properties from Popular Test Suites by Matsumoto, Takashi, Masuyama, Naoki, Nojima, Yusuke, Ishibuchi, Hisao

“…A Multiobjective Evolutionary Algorithm (MOEA) is one of the effective approaches for solving Multiobjective Optimization Problems (MOPs). The performance of…”
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A Service-Oriented Architecture for Body Area NanoNetworks with Neuron-based Molecular Communication by 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 genetic algorithm based hybrid recommendation approach by Wang, Pan, Zuo, Xingquan, Guo, Congcong, Li, Ruihong, Zhao, Xinchao, Luo, Chaomin

“…Personalized recommendation approaches have received much attention over the years. In this paper, we propose a hybrid recommendation approach that integrates…”
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A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions by 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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Inverse-design of plasmonic and dielectric optical nanoantennas by Campbell Sawyer D, Werner Douglas H, Kang Lei

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Boosting Indicator-Based Selection Operators for Evolutionary Multiobjective Optimization Algorithms by 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 by 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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A Novel Dynamic Multiobjective Optimization Algorithm With Non-Inductive Transfer Learning Based on Multi-Strategy Adaptive Selection by Li, Han, Wang, Zidong, Lan, Chengbo, Wu, Peishu, Zeng, Nianyin

“…In this article, a novel multi-strategy adaptive selection-based dynamic multiobjective optimization algorithm (MSAS-DMOA) is proposed, which adopts the…”
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Promoting Objective Knowledge Transfer: A Cascaded Fuzzy System for Solving Dynamic Multiobjective Optimization Problems by Li, Han, Wang, Zidong, Zeng, Nianyin, Wu, Peishu, Li, Yurong

“…In this article, a novel dynamic multiobjective optimization algorithm (DMOA) with a cascaded fuzzy system (CFS) is developed, which aims to promote objective…”
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