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   Articles with "bilevel optimization" as a keyword



Bilevel optimization of conservation practices for agricultural production

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recommendations! Published in 2021 at "Journal of Cleaner Production"

DOI: 10.1016/j.jclepro.2021.126874

Abstract: Abstract Uncertainty surrounding the sources of nonpoint pollution and producer response to prospective policy incentives complicates the nonpoint policy problem. To explain, neither policy-makers nor producers know the exact effect of current and alternative farming… read more here.

Keywords: bilevel optimization; spatial heterogeneity; production; policy ... See more keywords

Optimality conditions for mixed discrete bilevel optimization problems

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recommendations! Published in 2018 at "Optimization"

DOI: 10.1080/02331934.2018.1427092

Abstract: Abstract In this article, we consider bilevel optimization problems with discrete lower level and continuous upper level problems. Taking into account both approaches (optimistic and pessimistic) which have been developed in the literature to deal… read more here.

Keywords: optimality conditions; bilevel optimization; level; optimization ... See more keywords

A novel double inertial viscosity algorithm for convex bilevel optimization problems applied to image restoration problems

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recommendations! Published in 2024 at "Optimization"

DOI: 10.1080/02331934.2024.2398776

Abstract: Convex bilevel optimization holds a crucial role in the decision-making process in a hierarchical setting, while image restoration plays a critical role in signal processing and computer vision. In this paper, a new double inertial… read more here.

Keywords: convex bilevel; bilevel optimization; optimization; image restoration ... See more keywords

One way to solve pessimistic bilevel optimization problems

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recommendations! Published in 2025 at "Optimization"

DOI: 10.1080/02331934.2025.2487713

Abstract: This paper addresses a bilevel optimization problem with a guaranteed (pessimistic) solution in a rather general form. The problem is reduced to a family of bilevel problems with optimistic solutions and perturbed follower's problems. For… read more here.

Keywords: bilevel optimization; optimization problems; problem; bilevel problems ... See more keywords

Semismooth Newton-type method for bilevel optimization: global convergence and extensive numerical experiments

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recommendations! Published in 2021 at "Optimization Methods and Software"

DOI: 10.1080/10556788.2021.1977810

Abstract: We consider the standard optimistic bilevel optimization problem, in particular upper- and lower-level constraints can be coupled. By means of the lower-level value function, the problem is transformed into a single-level optimization problem with a… read more here.

Keywords: convergence; optimization; problem; semismooth newton ... See more keywords

A Bilevel Optimization Framework for Hybrid DSO-VPP Coordination: Enhancing Congestion Management and Market Efficiency in Decentralized Energy Systems

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3604172

Abstract: This paper presents a bilevel optimization framework that improves congestion management and economic efficiency in decentralized energy markets by coordinating hybrid Distribution System Operators (DSOs) and Virtual Power Plants (VPPs). The framework utilizes Distributed Locational… read more here.

Keywords: congestion; bilevel optimization; optimization framework; energy ... See more keywords

Computing Resource Pricing for Satellites in the OEC System: A Bilevel Optimization Approach

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recommendations! Published in 2025 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2025.3569553

Abstract: As an emerging paradigm, orbital edge computing (OEC) has garnered significant attention due to its advantages in global coverage and seamless connectivity. Most existing research adopts a user-centric approach, focusing on enhancing user satisfaction, but… read more here.

Keywords: bilevel optimization; resource; computing resource; resource pricing ... See more keywords

Simultaneous Spatial and Temporal Assignment for Fast UAV Trajectory Optimization Using Bilevel Optimization

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recommendations! Published in 2022 at "IEEE Robotics and Automation Letters"

DOI: 10.1109/lra.2023.3273399

Abstract: In this letter, we propose a framework for fast trajectory planning for unmanned aerial vehicles (UAVs). Our framework is reformulated from an existing bilevel optimization, in which the lower-level problem solves for the optimal trajectory… read more here.

Keywords: bilevel optimization; time; level; level problem ... See more keywords

A Knee Point Driven Evolutionary Algorithm for Multiobjective Bilevel Optimization

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recommendations! Published in 2024 at "IEEE Transactions on Cybernetics"

DOI: 10.1109/tcyb.2024.3377272

Abstract: Bilevel optimization is a special type of optimization in which one problem is embedded within another. The bilevel optimization problem (BLOP) of which both levels are multiobjective functions is usually called the multiobjective BLOP (MBLOP).… read more here.

Keywords: bilevel optimization; problem; multiobjective bilevel; level ... See more keywords

Bilevel Optimization for Bunching Mitigation and Eco-Driving of Electric Bus Lines

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recommendations! Published in 2021 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2021.3095267

Abstract: The problems of bus bunching mitigation and of the energy management of groups of vehicles are traditionally treated separately in the literature, and formulated in two different frameworks. The present work bridges this gap by… read more here.

Keywords: bunching mitigation; eco driving; control; bilevel optimization ... See more keywords

Joint Deployment Optimization and Flight Trajectory Planning for UAV Assisted IoT Data Collection: A Bilevel Optimization Approach

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recommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2022.3180288

Abstract: This work investigates an unmanned aerial vehicle (UAV) assisted IoT system, where a UAV flies to each foothold to collect data from IoT devices, and then return to its start point. For such a system,… read more here.

Keywords: bilevel optimization; flight trajectory; optimization; optimization approach ... See more keywords