Sažetak sa skupa

TOWARDS A UNIFIED VIEW OF METAHEURISTICS

El-Ghazali Talbi ; Polytech' Lille, Universty of Lille, France

Sažetak

This talk provides a complete background on metaheuristics and presents in a unified view the main design questions for all families of metaheuristics and clearly illustrates how to implement the algorithms under a software framework to reuse both the design and code. The key search components of metaheuristics are considered as a toolbox for:
- Designing efficient metaheuristics (e.g. local search, tabu search, simulated annealing, evolutionary algorithms, particle swarm optimization, scatter search, ant colonies, bee colonies, artificial immune systems) for optimization problems.
- Designing efficient metaheuristics for multi-objective optimization problems.
- Designing hybrid, parallel and distributed metaheuristics.
- Implementing metaheuristics on sequential and parallel machines.

Ključne riječi

metaheuristics; multi-objective optimization problems; designing hybrid; parallel and distributed metaheuristics

Hrčak ID:

97371

URI

https://hrcak.srce.hr/97371

Datum izdavanja:

1.2.2013.

Posjeta: 1.242 *