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Metaheuristic approaches for optimal broadcasting design in ... - NEO

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ES<br />

Evolution Strategy<br />

Introduction<br />

Problem Def<strong>in</strong>ition<br />

Multiobjective Algorithms<br />

Experiments<br />

Conclusions and Future Work<br />

Evolutionary Algorithms<br />

Scatter Search<br />

Particle Swarm Optimization<br />

Hybrid algorithm between ES and NSGA-II<br />

NSGA-II selection scheme: rank<strong>in</strong>g and crowd<strong>in</strong>g<br />

No crossover, only mutation is applied to generate the offspr<strong>in</strong>g<br />

The variance of the mutation is updated depend<strong>in</strong>g on the successful<br />

replacements <strong>in</strong> the last n generations<br />

The new variation is used <strong>for</strong> generat<strong>in</strong>g the new offspr<strong>in</strong>g<br />

12/18

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