Results 101 to 110 of about 258,804 (307)
Trust‐region filter algorithms utilizing Hessian information for gray‐box optimization
AIChE Journal, EarlyView.Abstract Optimizing industrial processes often involves gray‐box models that couple algebraic glass‐box equations with black‐box components lacking analytic derivatives. Such systems challenge derivative‐based solvers. The classical trust‐region filter (TRF) algorithm provides a robust framework but requires extensive parameter tuning and numerous ...
Gul Hameed +4 more
wiley +1 more source
Administrative law penalties in financial activity
, 2020 Fenómenos como el nuevo constitucionalismo, la despenalización y la flexibilización del principio de legalidad han contribuido decisivamente en la concepción del Derecho Administrativo sancionador. Por esta razón, en el presente artículo se busca definir qué implican estas nuevas tendencias, a fin de trasladarlas al derecho penal administrativo.
openaire +1 more source
A trust‐region funnel algorithm for gray‐box optimization
AIChE Journal, EarlyView.Abstract Gray‐box optimization, where parts of optimization problems are represented by algebraic models while others are treated as black‐box models lacking analytic derivatives, remains a challenge. Trust‐region (TR) methods provide a robust framework for gray‐box problems through local reduced models (RMs) for black‐box components, but they are ...
Gul Hameed +4 more
wiley +1 more source
Graph‐based imitation and reinforcement learning for efficient Benders decomposition
AIChE Journal, EarlyView.Abstract This work introduces an end‐to‐end graph‐based agent for accelerating the computational efficiency of Benders Decomposition. The agent's policy is parameterized by a graph neural network, which takes as input a bipartite graph representation of the master problem and proposes a candidate solution.
Bernard T. Agyeman +3 more
wiley +1 more source
On The Issue of the Categorization of Administrative Offences
Сибирское юридическое обозрение, 2020 Some problems of modern administrative-tort and criminal legislation and law are considered. On the positive side, the sequence of the legislator is assessed regarding the delimitation of the norms of criminal and administrative responsibility. Attention
V. I. Surgutskov
doaj
The Development and Evolution of the U.S. Law of Corporate Criminal Liability [PDF]
, 2014 In the United States, corporate criminal liability developed in response to the industrial revolution and the rise in the scope and importance of corporate activities.
Beale, Sara Sun
core +1 more source
AI in chemical engineering: From promise to practice
AIChE Journal, EarlyView.Abstract Artificial intelligence (AI) in chemical engineering has moved from promise to practice: physics‐aware (gray‐box) models are gaining traction, reinforcement learning complements model predictive control (MPC), and generative AI powers documentation, digitization, and safety workflows.
Jia Wei Chew +4 more
wiley +1 more source
The agreement to settle the sanction procedure: the concerted administration regarding penalties
Thēmis, 2016 One of the most important transformations of contemporary Administrative Law Penalties is the one related to the openness to cooperation with private actors, considering that one of its expressions is the commitment to cease.
Juan Carlos Morón Urbina
doaj
Gender Inequalities and Motherhood Penalties across French and German Local Labor Markets
SociusThis data visualization examines the relationship between motherhood earnings penalties and gender earnings gaps across local labor markets in France and Germany.
Sander Wagner +3 more
doaj +1 more source
Advanced Intelligent Discovery, EarlyView.This work presents a novel generative artificial intelligence (AI) framework for inverse alloy design through operations (optimization and diffusion) within learned compact latent space from variational autoencoder (VAE). The proposed work addresses challenges of limited data, nonuniqueness solutions, and high‐dimensional spaces.
Mohammad Abu‐Mualla +4 more
wiley +1 more source