Stochastic Tangential Pareto Dynamics Provably Samples the Whole Pareto Set
The framework of stochastic multi-objective programming allows for the inclusion of uncertainties in multi-objective optimization problems at the cost of transforming the set of objectives into a set of expectations of random quantities.
Congedo, Pietro Marco +2 more
core +3 more sources
Multi-Endpoint Prediction of Bioactivity and ADMET Properties Coupled with Multi-Objective Optimization in Molecular Descriptor Space for Candidate ERα Antagonists. [PDF]
Cui Y, Qiao Y, Ren H, Qiu L.
europepmc +1 more source
Extreme conditional quantile estimation for time series
Abstract We consider the estimation of an extreme conditional quantile QY(1−p|x0)$$ {Q}_Y\left(1-p|{x}_0\right) $$ for a heavy‐tailed distribution in the case of a strictly stationary time series (Xt,Yt)t∈ℤ$$ {\left({X}_t,{Y}_t\right)}_{t\in \mathbb{Z}} $$. Here, QY(·|x0)$$ {Q}_Y\left(\cdotp |{x}_0\right) $$ denotes the conditional quantile function of
Yuri Goegebeur +2 more
wiley +1 more source
<b>pared</b>: model selection using multi-objective optimization. [PDF]
Das P, Robinson S, Peterson CB.
europepmc +1 more source
The ESG Readiness Index Based on Lewin's Field Theory: The Case of the Czech Industrial Sector
ABSTRACT The Corporate Sustainability Reporting Directive (CSRD) imposes comprehensive ESG data requirements, yet the literature predominantly evaluates ex‐post reporting quality rather than ex‐ante organizational readiness. Drawing on Kurt Lewin's Field Theory, this study develops and pilot‐tests an expert‐weighted ESG Readiness Index (ESGRI ...
Vojtěch Hlinák +5 more
wiley +1 more source
Multi-objective deep deterministic policy gradient for cobot trajectory planning in automotive spot welding. [PDF]
Omarov B.
europepmc +1 more source
Lithium carbonate (Li2CO3) obtained from the black mass of recycled lithium batteries is dissolved in water under controlled conditions to remove lithium fluoride (LiF), which is present at a concentration of 3.08 % by weight. The dissolution is carried out at temperatures below 10 °C, and it has been demonstrated that lower temperatures result in ...
Laura Rosso +3 more
wiley +1 more source
Decision-Theoretic Ecological Optimization of the Curzon-Ahlborn Heat Engine. [PDF]
Huruntz KK +3 more
europepmc +1 more source
Dynamic reconstruction transforms atomically dispersed Cu catalysts into authentic working‐state active phases during CO2 electroreduction. By integrating operando characterization, multiscale simulations, and AI‐assisted predictive modeling, this review establishes a framework for understanding, predicting, and rationally engineering catalyst ...
Jin Liu, Yue‐Wen Fang
wiley +1 more source
Route optimization for urban hazardous materials transportation under time-varying road networks. [PDF]
Li H.
europepmc +1 more source

