Inès Alaya

According to our database, Inès Alaya authored at least 27 papers between 2007 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Learning-Augmented Ant Colony Optimization with Graph Neural Network Algorithm for Multi-Objective Optimization.

Majdi Nciri, Imen Ben Mansour, Inès Alaya, Moncef Tagina

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

PACO-FS: Pareto-Based Ant Colony Optimization for Feature Selection.

Inès Alaya, Jamila Sassi, Jihen Balhoudi

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

GMM-PACO: Gaussian Mixture Models and Pareto-Based Ant Colony Optimization for Multi-objective Feature Selection.

Anna Krysta, Inès Alaya, Tristan Cazenave

Proceedings of the Swarm Intelligence - 15th International Conference, 2026

2025

BeeRNA: tertiary structure-based RNA inverse folding using Artificial Bee Colony.

Mehyar Mlaweh, Tristan Cazenave, Inès Alaya

CoRR, November, 2025

A new ant stridulation-based local search for combinatorial optimization problems.

Samia Sammoud, Inès Alaya, Moncef Tagina

Evol. Intell., October, 2025

A new metaheuristic inspired by acoustic communication in ant colonies.

Samia Sammoud, Inès Alaya, Moncef Tagina

Proceedings of the 29th IEEE/ACIS International Conference on Software Engineering, 2025

Hybrid decomposition based artificial bee colony algorithm including simulated annealing for multi-objective flexible job shop scheduling problem.

Jamila Sassi, Inès Alaya

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

Modifying Ant Colony Optimization from Constructive to Local Search based approach : Application on large-scale problems.

Samia Sammoud, Inès Alaya, Moncef Tagina

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

A Graph Neural Network Enhancing Ant Colony Optimization for Multi-Objective Knapsack Problem.

Inès Alaya, Imen Ben Mansour, Majdi Nciri

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

2023

A New Ant Population Based Improvement Heuristic for Solving Large Scale TSP.

Samia Sammoud, Inès Alaya, Moncef Tagina

Proceedings of the Advances in Computational Collective Intelligence, 2023

2022

A new artificial bee colony algorithm using a gradual weight method for the bi-objective traveling salesman problems.

Mouna Bouzid, Inès Alaya, Moncef Tagina

Evol. Intell., 2022

A new Ant colony optimization metaheuristic based on pheromone guided local search instead of constructive approach.

Samia Sammoud, Inès Alaya

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021

Indicator Weighted Based Multi-Objective Approach using Self-Adaptive Neighborhood Operator.

Imen Ben Mansour, Inès Alaya, Moncef Tagina

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Guided Bee Colony Algorithm Applied to the Daily Car Pooling Problem.

Mouna Bouzid, Inès Alaya, Moncef Tagina

Proceedings of the 16th International Conference on Software Technologies, 2021

2020

Bee-route: A Bee Algorithm for the Multi-objective Vehicle Routing Problem.

Jamila Sassi, Inès Alaya, Moncef Tagina

Proceedings of the 15th International Conference on Software Technologies, 2020

A Bee Colony Optimization Algorithm for the Long-Term Car Pooling Problem.

Mouna Bouzid, Inès Alaya, Moncef Tagina

Proceedings of the 15th International Conference on Software Technologies, 2020

2019

A gradual weight-based ant colony approach for solving the multiobjective multidimensional knapsack problem.

Imen Ben Mansour, Inès Alaya, Moncef Tagina

Evol. Intell., 2019

A new hybrid ant colony algorithms for the traveling thief problem.

Wiem Zouari, Inès Alaya, Moncef Tagina

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2017

Solving Multiobjective Knapsack Problem Using Scalarizing Function Based Local Search.

Imen Ben Mansour, Inès Alaya, Moncef Tagina

Proceedings of the Software Technologies - 12th International Joint Conference, 2017

A Min-Max Tchebycheff Based Local Search Approach for MOMKP.

Imen Ben Mansour, Inès Alaya, Moncef Tagina

Proceedings of the 12th International Conference on Software Technologies, 2017

Chebyshev-based iterated local search for multi-objective optimization.

Imen Ben Mansour, Inès Alaya, Moncef Tagina

Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

A Hybrid Ant Colony Algorithm with a Local Search for the Strongly Correlated Knapsack Problem.

Wiem Zouari, Inès Alaya, Moncef Tagina

Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2015

A Hybrid Lagrangian Search Ant Colony Optimization Algorithm for the Multidimensional Knapsack Problem.

Wafa Nakbi, Inès Alaya, Wiem Zouari

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Indicator Based Ant Colony Optimization for Multi-objective Knapsack Problem.

Imen Ben Mansour, Inès Alaya

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

2009

Optimisation multi-objectif par colonies de fourmis : cas des problèmes de sac à dos. (Multi-objective ant colony optimization : case of knapsack problems).

Inès Alaya

PhD thesis, 2009

2007

Optimisation par colonies de fourmis pour le problème du sac à dos multidimensionnel.

Inès Alaya, Christine Solnon, Khaled Ghédira

Tech. Sci. Informatiques, 2007

Ant Colony Optimization for Multi-Objective Optimization Problems.

Inès Alaya, Christine Solnon, Khaled Ghédira

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007