A performance study of meta‐heuristic approaches for quadratic assignment problem

T Achary, S Pillay, SM Pillai, M Mqadi… - Concurrency and …, 2021 - Wiley Online Library
The quadratic assignment problem (QAP) is a well‐known challenging combinatorial
optimization problem that has received many researchers' attention with varied real‐world …

Integrating the whale algorithm with tabu search for quadratic assignment problem: a new approach for locating hospital departments

M Abdel-Basset, G Manogaran, D El-Shahat… - Applied soft …, 2018 - Elsevier
Abstract The Quadratic Assignment Problem (QAP) is a combinatorial NP-hard optimization
problem that is not solvable in a polynomial time. It has a large number of real-world …

Metaheuristics for (variable-size) mixed optimization problems: A unified taxonomy and survey

P Talbi - arXiv preprint arXiv:2401.03880, 2024 - arxiv.org
Many real world optimization problems are formulated as mixed-variable optimization
problems (MVOPs) which involve both continuous and discrete variables. MVOPs including …

Reinforcement learning based local search for grouping problems: A case study on graph coloring

Y Zhou, JK Hao, B Duval - Expert Systems with Applications, 2016 - Elsevier
Grouping problems aim to partition a set of items into multiple mutually disjoint subsets
according to some specific criterion and constraints. Grouping problems cover a large class …

Machine Learning-Based Multi-UAVs Deployment for Uplink Traffic Sizing and Offloading in Cellular Networks

AF Mostafa, M Abdel-Kader, Y Gadallah… - IEEE Access, 2023 - ieeexplore.ieee.org
Traffic offloading in cellular networks is considered an evolving application of unmanned
aerial vehicles (UAVs). UAVs have attractive characteristics for this application, such as the …

A novel discrete rat swarm optimization algorithm for the quadratic assignment problem

T Mzili, I Mzili, ME Riffi, D Pamucar… - Facta Universitatis …, 2023 - casopisi.junis.ni.ac.rs
The quadratic assignment problem (QAP) is an NP-hard problem with a wide range of
applications in many real-world applications. This study introduces a discrete rat swarm …

How to start a heuristic? utilizing lower bounds for solving the quadratic assignment problem

R Matousek, L Dobrovsky… - International Journal of …, 2022 - m.growingscience.com
The Quadratic Assignment Problem (QAP) is one of the classical combinatorial optimization
problems and is known for its diverse applications. The QAP is an NP-hard optimization …

[HTML][HTML] Tournament selection based antlion optimization algorithm for solving quadratic assignment problem

H Kılıç, U Yüzgeç - Engineering science and technology, an international …, 2019 - Elsevier
We propose and develop an improved version of antlion optimizer (ALO), namely
tournament selection based antlion optimization algorithm for quadratic assignment problem …

A novel differential evolution mapping technique for generic combinatorial optimization problems

IM Ali, D Essam, K Kasmarik - Applied Soft Computing, 2019 - Elsevier
Differential evolution is primarily designed and used to solve continuous optimization
problems. Therefore, it has not been widely considered as applicable for real-world …

A two-dimensional (2-D) learning framework for particle swarm based feature selection

F Hafiz, A Swain, N Patel, C Naik - Pattern Recognition, 2018 - Elsevier
This paper proposes a new generalized two dimensional learning approach for particle
swarm based feature selection. The core idea of the proposed approach is to include the …