SOTAVerified

Bilevel Optimization

Bilevel Optimization is a branch of optimization, which contains a nested optimization problem within the constraints of the outer optimization problem. The outer optimization task is usually referred as the upper level task, and the nested inner optimization task is referred as the lower level task. The lower level problem appears as a constraint, such that only an optimal solution to the lower level optimization problem is a possible feasible candidate to the upper level optimization problem.

Source: Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization

Papers

Showing 191200 of 423 papers

TitleStatusHype
Achieving O(ε^-1.5) Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization0
Uncertainty-Informed Renewable Energy Scheduling: A Scalable Bilevel Framework0
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculusCode0
Convexifying Regulation Market Clearing of State-of-Charge Dependent Bid0
Adaptive Training Distributions with Scalable Online Bilevel Optimization0
On the Communication Complexity of Decentralized Bilevel Optimization0
A Single-Loop Algorithm for Decentralized Bilevel Optimization0
Adaptive Mirror Descent Bilevel Optimization0
Contextual Stochastic Bilevel Optimization0
A Challenge in Reweighting Data with Bilevel Optimization0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GIN-GAOptimality Gap0.21Unverified
#ModelMetricClaimedVerifiedStatus
1GIN-GAOptimality Gap0.48Unverified
#ModelMetricClaimedVerifiedStatus
1GIN-GAOptimality Gap1.44Unverified