Metaheuristics for bilevel optimization: A comprehensive review

JF Camacho-Vallejo, C Corpus, JG Villegas - Computers & Operations …, 2024 - Elsevier
A bilevel programming model represents the relationship in a specific decision process that
involves decisions within a hierarchical structure of two levels. The upper-level problem is …

[HTML][HTML] A survey on bilevel optimization under uncertainty

Y Beck, I Ljubić, M Schmidt - European Journal of Operational Research, 2023 - Elsevier
Bilevel optimization is a very active field of applied mathematics. The main reason is that
bilevel optimization problems can serve as a powerful tool for modeling hierarchical …

A survey for solving mixed integer programming via machine learning

J Zhang, C Liu, X Li, HL Zhen, M Yuan, Y Li, J Yan - Neurocomputing, 2023 - Elsevier
Abstract Machine learning (ML) has been recently introduced to solving optimization
problems, especially for combinatorial optimization (CO) tasks. In this paper, we survey the …

ACO+ PSO+ A*: A bi-layer hybrid algorithm for multi-task path planning of an AUV

F Sui, X Tang, Z Dong, X Gan, P Luo, J Sun - Computers & Industrial …, 2023 - Elsevier
Autonomous underwater vehicle (AUV) plays a great role in the ocean engineering, and
path planning is one of its key technologies. For such scenarios as oil spill detection, AUV …

Inverse optimization: Theory and applications

TCY Chan, R Mahmood, IY Zhu - Operations Research, 2023 - pubsonline.informs.org
Inverse optimization describes a process that is the “reverse” of traditional mathematical
optimization. Unlike traditional optimization, which seeks to compute optimal decisions given …

[HTML][HTML] A bi-level coordinated dispatch strategy for enhancing resilience of electricity-gas system considering virtual power plants

H Liu, C Wang, P Ju, Z Xu, S Lei - … Journal of Electrical Power & Energy …, 2023 - Elsevier
As extreme weather disasters become more frequent and violent, there is grown emphasis
on the resilience of electricity-gas systems, especially in preventing the extreme-weather …

[HTML][HTML] Solution techniques for bi-level knapsack problems

S Ghatkar, A Arulselvan, A Morton - Computers & Operations Research, 2023 - Elsevier
Traditional funding mechanisms for healthcare projects involve ranking the projects and
awarding funds based on their cost to benefit ratio. An alternative funding mechanism based …

Distributed energy management for networked microgrids with hardware-in-the-loop validation

G Liu, MF Ferrari, TB Ollis, A Sundararajan, M Olama… - Energies, 2023 - mdpi.com
For the cooperative operation of networked microgrids, a distributed energy management
considering network operational objectives and constraints is proposed in this work …

[HTML][HTML] Last fifty years of integer linear programming: a focus on recent practical advances

F Clautiaux, I Ljubić - European Journal of Operational Research, 2024 - Elsevier
Mixed-integer linear programming (MILP) has become a cornerstone of operations research.
This is driven by the enhanced efficiency of modern solvers, which can today find globally …

Profit maximization of retailers with intermittent renewable sources and energy storage systems in deregulated electricity market with modern optimization techniques …

N Chakraborty, NBD Choudhury, PK Tiwari - Renewable Energy Focus, 2023 - Elsevier
The impact of integrating hybrid (wind and solar) renewable energy sources with energy
storage devices in Micro-grid (MG) operations under the deregulated electricity market is …