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 341350 of 423 papers

TitleStatusHype
Recognizing Predictive Substructures with Subgraph Information Bottleneck0
Age of Information Optimization in a RIS-Assisted Wireless Network0
BODAME: Bilevel Optimization for Defense Against Model Extraction0
Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting0
A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum0
A Single-Timescale Method for Stochastic Bilevel Optimization0
Lower Bounds and Accelerated Algorithms for Bilevel Optimization0
Load Encoding for Learning AC-OPF0
Integrated Optimization of Predictive and Prescriptive Tasks0
Combining Physics and Machine Learning for Network Flow Estimation0
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Benchmark Results

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