SRBench++ : principled benchmarking of symbolic regression with domain-expert interpretation [0.03%]
SRBench++：基于领域专家解释的符号回归基准测试规范
F O de Franca,M Virgolin,M Kommenda et al.
F O de Franca et al.
Symbolic regression searches for analytic expressions that accurately describe studied phenomena. The main promise of this approach is that it may return an interpretable model that can be insightful to users, while maintaining high accurac...
From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic [0.03%]
从预测到规定：新冠疫情期间非药物干预的演化优化
Risto Miikkulainen,Olivier Francon,Elliot Meyerson et al.
Risto Miikkulainen et al.
Several models have been developed to predict how the COVID-19 pandemic spreads, and how it could be contained with nonpharmaceutical interventions, such as social distancing restrictions and school and business closures. This article demon...
Underestimation-Assisted Global-Local Cooperative Differential Evolution and the Application to Protein Structure Prediction [0.03%]
基于全局局部协作的差分进化算法及其在蛋白质结构预测中的应用研究
Xiao-Gen Zhou,Chun-Xiang Peng,Jun Liu et al.
Xiao-Gen Zhou et al.
Various mutation strategies show distinct advantages in differential evolution (DE). The cooperation of multiple strategies in the evolutionary process may be effective. This paper presents an underestimation-assisted global and local coope...
Optimal Computing Budget Allocation for Particle Swarm Optimization in Stochastic Optimization [0.03%]
粒子群优化的最优计算预算分配在随机最优化中应用
Si Zhang,Jie Xu,Loo Hay Lee et al.
Si Zhang et al.
Particle Swarm Optimization (PSO) is a popular metaheuristic for deterministic optimization. Originated in the interpretations of the movement of individuals in a bird flock or fish school, PSO introduces the concept of personal best and gl...
Narine Manukyan,Margaret J Eppstein,Jeffrey S Buzas
Narine Manukyan
We propose NM landscapes as a new class of tunably rugged benchmark problems. NM landscapes are well defined on alphabets of any arity, including both discrete and real-valued alphabets, include epistasis in a natural and transparent manner...