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Memetic Computation

The Mainspring of Knowledge Transfer in a Data-Driven Optimization Era

Abhishek Gupta; Yew-Soon Ong

978-3-030-02729-2

2019
Edition 1
- Presents a data-driven view of optimization through the framework of memetic computation (MC)
- Provides the first comprehensive coverage of memetic computation
- Includes a summary of the complete timeline of MC research activities
- Explores newly emerging problem settings from the optimization literature in a theoretical manner and systematically describes the associated algorithmic developments that align with the general theme of memetics
- Offers novel theories and algorithms for principled transfer and multitask optimization
- Introduces the novel idea of meme-based search space compression for large-scale optimization
€280

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