Abstract
Memetic computation is a paradigm that uses the notion of meme(s) as units of information encoded in computational representations for the purpose of problem-solving. It covers a plethora of potentially rich meme-inspired computing methodologies, frameworks and operational algorithms including simple hybrids, adaptive hybrids and memetic automaton. In this paper, a comprehensive multi-facet survey of recent research in memetic computation is presented. © 2011 IEEE.
| Original language | English |
|---|---|
| Article number | 6036173 |
| Pages (from-to) | 591-607 |
| Journal | IEEE Transactions on Evolutionary Computation |
| Volume | 15 |
| Issue number | 5 |
| DOIs | |
| Publication status | Published - Oct 2011 |
| Externally published | Yes |
Research Keywords
- Adaptive memetic algorithms
- evolution and learning
- hybridization
- memes imitation
- memetic algorithm design issues
- memetic algorithms in uncertain environments
- memetic automaton
- memetic computation
- multiagent system
- multiobjective memetic algorithms
- surrogate-assisted memetic algorithms