97 citations · 287 across the 26 of their papers we have counts for
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cs.NE2022★ 5 cited
How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem
Shengcai Liu, Yu Zhang, Ke Tang +1
Traditional solvers for tackling combinatorial optimization (CO) problems are usually designed by human experts. Recently, there has been a surge of interest in utilizing deep lear…
cs.NE2022★ 2 cited
An Efficient Multi-Indicator and Many-Objective Optimization Algorithm based on Two-Archive
Ziming Wang, Xin Yao
Indicator-based algorithms are gaining prominence as traditional multi-objective optimization algorithms based on domination and decomposition struggle to solve many-objective opti…
cs.NE2022★ 1 cited
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network
Gan Ruan, Leandro L. Minku, Zhao Xu +1
Intelligent techniques are urged to achieve automatic allocation of the computing resource in Open Radio Access Network (O-RAN), to save computing resource, increase utilization ra…