The Knapsack Problem with forfeit sets

C D'Ambrosio, F Laureana, A Raiconi… - Computers & Operations …, 2023 - Elsevier
This work introduces a novel extension of the 0/1 Knapsack Problem in which we consider
the existence of so-called forfeit sets. A forfeit set is a subset of items of arbitrary cardinality …

A hybrid metaheuristic for the knapsack problem with forfeits

G Capobianco, C D'Ambrosio, L Pavone, A Raiconi… - Soft Computing, 2022 - Springer
In this paper, we present a novel hybrid metaheuristic for the Knapsack Problem with Forfeits
(KPF). KPF is a recently introduced generalization of the Knapsack Problem. In this variant, a …

Fixed set search matheuristic applied to the knapsack problem with forfeits

R Jovanovic, S Voß - Computers & Operations Research, 2024 - Elsevier
This paper focuses on solving the knapsack problem with forfeits (KPF). This variation of the
knapsack problem includes soft conflicts or forfeits, where forfeit pairs consist of two items …

A biased random-key genetic algorithm for the knapsack problem with forfeit sets

R Cerulli, C D'Ambrosio, A Raiconi - Soft Computing, 2024 - Springer
This work addresses the Knapsack Problem with Forfeit Sets, a recently introduced variant of
the 0/1 Knapsack Problem considering subsets of items associated with contrasting choices …

[HTML][HTML] Hybridizing Carousel Greedy and Kernel Search: A new approach for the maximum flow problem with conflict constraints

F Carrabs, R Cerulli, R Mansini, D Serra… - European Journal of …, 2025 - Elsevier
This work addresses a variant of the maximum flow problem where specific pairs of arcs are
not allowed to carry positive flow simultaneously. Such restrictions are known in the …

A reinforcement learning-driven cooperative scatter search for the knapsack problem with forfeits

J Zhao, M Hifi - Computers & Industrial Engineering, 2024 - Elsevier
The knapsack problem with forfeits belongs to the NP-hard combinatorial optimization family
and arises in various applications like resource allocation, finance, and logistics, where …

A Q-learning hybrid BRKGA applied to the knapsack problem with forfeits

G Souto, M Aritsugi, I Mendonça… - 2024 IEEE Congress …, 2024 - ieeexplore.ieee.org
This paper presents a hybrid BRKGA (Q-HBRKGA) that combines BRKGA with Q-learning
and a Local Branching technique to solve the Knapsack Problem with Forfeits (KPF). The …

An integrated ILS-VND strategy for solving the knapsack problem with forfeits

MM Vieira, B Nogueira, RGS Pinheiro - Journal of Heuristics, 2024 - Springer
This work address a variant of the knapsack problem, known as the knapsack problem with
forfeits, which has numerous applications. In this variant, a set of items and a conflict graph …

[HTML][HTML] Carousel Greedy Algorithms for Feature Selection in Linear Regression

J Wang, B Golden, C Cerrone - Algorithms, 2023 - mdpi.com
The carousel greedy algorithm (CG) was proposed several years ago as a generalized
greedy algorithm. In this paper, we implement CG to solve linear regression problems with a …

Fixed Set Search Matheuristic Applied to the min-Knapsack Problem with Compactness Constraints and Penalty Values

A Cürebal, S Voß, R Jovanovic - Metaheuristics International Conference, 2024 - Springer
This paper introduces an extended version of the min-Knapsack problem with compactness
constraints (mKPC). The idea is to define penalty values for certain items when they are not …