We use essential cookies to make sure the site can function. We also use optional cookies for advertising, personalisation of content, usage analysis, and social media. By accepting optional cookies, you consent
In Fig.4a, we plot the ML-predicted redox voltages for the chosen subset, which all lie within the target triangle to permit a single radical to function as both the electron donor and acceptor in an aqueous RFB with a total voltage of at least 1 V. For radicals for which the DFT ...
Goal attainment:reduces the values of a linear or nonlinear vector function to attain the goal values given in a goal vector. The relative importance of the goals is indicated using a weight vector. Goal attainment problems may also be subject to linear and nonlinear constraints. ...
Multi-objective function optimization using non-dominated sorting genetic algorithms Evolutionary Computation, 2 (1995), pp. 221-248 Google Scholar [16] W.R. Heinzelman, A. Chandrakasan, H. Balakrishnan, Energy-efficient communication protocol for wireless microsensor networks, in: Proc. of the 3...
1, planning: 采用不同的cost function penalty weight和target(不如终点的期望车速或者是期望的目标车道等)构建优化问题获得最优解。 2,evaluation:设计一个cost function来评估上面模块计算出来的一系列candidate曲线,并算好他们对应的cost给下一个模块用。 3,selection:考虑上一个模块的candidate曲线的cost, 以及其他...
Community detection in social network analysis is usually considered as a single objective optimization problem, in which different heuristics or approximate algorithms are employed to optimize a objective function that capture the notion of community. Due to the inadequacy of those single-objective soluti...
将single objective的问题拓展成了multi-objective,并推倒了Bellman Operator在多目标情况下的表达式,并证明了其收敛性。 提出了简单的【在训练时用任意preference,在测试时快速从环境给的reward中推测出此时的preference并以此给出最优策略】的policy adaptation方法。 方法 拓展scalar value function至vectorized value func...
[29]. The objective function in single-objective problems is numerical, and it is sufficient to check the objective values to compare the quality of the candidate solutions. Typically, the best cases of minimization problems are the smaller objective values. But the objective values are a vector...
We use essential cookies to make sure the site can function. We also use optional cookies for advertising, personalisation of content, usage analysis, and social media. By accepting optional cookies, you consent to the processing of your personal data - including transfers to third parties. Some...
Table 4 lists the structural factor, the objective function values of the three clustered points, the SVR model prediction values, the fluid–solid coupling simulation values, the original model and the traditional optimization design model in the literature [24]. The maximum temperatures and ...