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 361370 of 423 papers

TitleStatusHype
Convolutional Dictionary Learning Based Hybrid-Field Channel Estimation for XL-RIS-Aided Massive MIMO Systems0
Cooperative Lane Changing in Mixed Traffic can be Robust to Human Driver Behavior0
CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization0
Data Augmentation Policy Search for Long-Term Forecasting0
Data Summarization via Bilevel Optimization0
Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity0
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks0
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity0
Decision-focused predictions via pessimistic bilevel optimization: a computational study0
Decomposition of Difficulties in Complex Optimization Problems Using a Bilevel Approach0
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Benchmark Results

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