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 141150 of 423 papers

TitleStatusHype
Optimizing Decomposition for Optimal Claim VerificationCode0
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks0
Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity0
Data Summarization via Bilevel Optimization0
Data Augmentation Policy Search for Long-Term Forecasting0
CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization0
Cooperative Lane Changing in Mixed Traffic can be Robust to Human Driver Behavior0
Convolutional Dictionary Learning Based Hybrid-Field Channel Estimation for XL-RIS-Aided Massive MIMO Systems0
A unified algorithm framework for mean-variance optimization in discounted Markov decision processes0
A Gradient Method for Multilevel Optimization0
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Benchmark Results

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