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 161170 of 423 papers

TitleStatusHype
Enhanced Bilevel Optimization via Bregman Distance0
Enhancing Generalization via Sharpness-Aware Trajectory Matching for Dataset Condensation0
Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem0
Enhancing Sharpness-Aware Minimization by Learning Perturbation Radius0
ES-Based Jacobian Enables Faster Bilevel Optimization0
A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum0
Bilevel Continual Learning0
Bilevel Optimization for Real-Time Control with Application to Locomotion Gait Generation0
Exergy Battery Modeling and P2P Trading Based Optimal Operation of Virtual Energy Station0
Discrepancy-Optimal Meta-Learning for Domain Generalization0
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Benchmark Results

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