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04/17/2023
A Scalable Test Problem Generator for Sequential Transfer Optimization
Sequential transfer optimization (STO), which aims to improve optimizati...
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05/20/2022
Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism
Large-scale multiobjective optimization problems (LSMOPs) refer to optim...
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02/23/2021
Multi-Space Evolutionary Search for Large-Scale Optimization
In recent years, to improve the evolutionary algorithms used to solve op...
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10/12/2020
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions
Deep neural networks are widely used in personalized recommendation syst...
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09/03/2020
Scalable Light-Weight Integration of FPGA Based Accelerators with Chip Multi-Processors
Modern multicore systems are migrating from homogeneous systems to heter...
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06/05/2020
FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications
Fast and accurate depth estimation, or stereo matching, is essential in ...
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05/23/2020
Vehicular Fog Computing Enabled Real-time Collision Warning via Trajectory Calibration
Vehicular fog computing (VFC) has been envisioned as a promising paradig...
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01/18/2020
Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing
The placement scheme of virtual machines (VMs) to physical servers (PSs)...
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10/19/2019
Evolutionary Dynamic Multi-objective Optimization Via Regression Transfer Learning
Dynamic multi-objective optimization problems (DMOPs) remain a challenge...
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06/12/2017
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results
In this report, we suggest nine test problems for multi-task single-obje...
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06/08/2017
Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results
In this report, we suggest nine test problems for multi-task multi-objec...
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07/03/2012