A Distributed Consensus Scenario Approach to Optimization and Control With Uncertainties
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3525963
Abstract: This paper addresses the problem of distributed optimization with uncertainties for multiagent systems. We propose a new distributed consensus scenario approach, handling uncertainties through a scenario program method. An approximate solution is developed, followed by… read more here.
Keywords: distributed consensus; consensus scenario; scenario; approach ... See more keywords
Margin-Based Scenario Approach to Robust Optimization in High Dimension
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2024.3393790
Abstract: This article deals with the scenario approach to robust optimization. This relies on a random sampling of the possibly infinite number of constraints induced by uncertainties in the parameters of an optimization problem. Solving the… read more here.
Keywords: robust optimization; approach robust; margin; scenario approach ... See more keywords
Ground-motion model for Housner’s spectrum intensity based on a novel hybrid-scenario approach
Sign Up to like & getrecommendations! Published in 2023 at "Earthquake Spectra"
DOI: 10.1177/87552930231173451
Abstract: We use a novel hybrid-scenario approach to develop a ground-motion model (GMM) for Housner’s spectrum intensity ( SI) using estimates of pseudo-spectral acceleration ( PSA) from the authors existing GMMs based on a scenario approach… read more here.
Keywords: scenario; scenario model; hybrid scenario; scenario approach ... See more keywords