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 321330 of 423 papers

TitleStatusHype
A Single-Timescale Method for Stochastic Bilevel Optimization0
A Stackelberg game for incentive-based demand response in energy markets0
A stochastic gradient method for trilevel optimization0
A Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic0
A unified algorithm framework for mean-variance optimization in discounted Markov decision processes0
Bayesian Optimization of Bilevel Problems0
Beyond backpropagation: bilevel optimization through implicit differentiation and equilibrium propagation0
BiAdam: Fast Adaptive Bilevel Optimization Methods0
BiGrad: Differentiating through Bilevel Optimization Programming0
Bilevel Continual Learning0
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Benchmark Results

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