BCAM Course | Multiobjective Optimization using Metaheuristics

November 9 - 13, 2026

Monday to Friday 10:00 - 12:00

Maryam Mirzakhani Seminar Room, BCAM Bilbao

Abstract

The course will cover the fundamental concepts related to multi-objective optimization, as well as different techniques to solve these problems and also a number of standard techniques that are used throughout to assess performance of multi-objective metaheuristics. Although the course will emphasize the research work done on multi-objective evolutionary algorithms, it will also put light on other bio-inspired metaheuristics (e.g., particle swarm optimizers, tabu search, artificial immune systems, and differential evolution, among others).        
Topics to be covered include:

Basic Concepts

  • A review of multi-objective evolutionary algorithms
  • Techniques to maintain diversity
  • Test problems
  • Performance indicators
  • Hybrid approaches
  • Other bio-inspired metaheuristics

 

IMPORTANT DATES TO REMEMBER

Registration start:
Oct 01 2026.
Registration deadline:
Nov 05 2026.