51 citations · 151 across the 24 of their papers we have counts for
5 papers · 1 filter
Multi-Objective Structured Pruning of LLMs for Latency and Model Size Optimization
Muhammad Junaid Ali, Smail Niar, El-Ghazali Talbi
Large Language Models (LLMs) have achieved widespread adoption because of their strong reasoning and query-response capabilities. However, deploying them in embedded and edge compu…
Metaheuristics for (Variable-Size) Mixed Optimization Problems: A Unified Taxonomy and Survey
El-Ghazali Talbi
Many real world optimization problems are formulated as mixed-variable optimization problems (MVOPs) which involve both continuous and discrete variables. MVOPs including dimension…
A Virtual-Force Based Swarm Algorithm for Balanced Circular Bin Packing Problems
Juliette Gamot, Mathieu Balesdent, Romain Wuilbercq +3
Balanced circular bin packing problems consist in positioning a given number of weighted circles in order to minimize the radius of a circular container while satisfying equilibriu…
Hidden-Variables Genetic Algorithm for Variable-Size Design Space Optimal Layout Problems with Application to Aerospace Vehicles
Juliette Gamot, Mathieu Balesdent, Arnault Tremolet +3
The optimal layout of a complex system such as aerospace vehicles consists in placing a given number of components in a container in order to minimize one or several objectives und…
Matheuristics to optimize refueling and maintenance planning of nuclear power plants
Nicolas Dupin, El-Ghazali Talbi
Planning the maintenance of nuclear power plants is a complex optimization problem, involving a joint optimization of maintenance dates, fuel constraints and power production decis…