Titlebook: Handbook of Grammatical Evolution; Conor Ryan,Michael O‘Neill,JJ Collins Book 2018 Springer International Publishing AG, part of Springer

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Kidnap

Structured Grammatical Evolution: A Dynamic Approach,here is no need to pre-process the grammar, as it is expanded on the fly during the evolutionary process, and thus we only need to define the maximum tree depth. Additionally, it only encodes the integers that are used in the genotype to phenotype mapping, and grows as needed during evolution. Exper

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Multi- and Many-Threaded Heterogeneous Parallel Grammatical Evolution,where both the breeding and evaluation are parallelized. In the studied benchmarks, the overall parallel implementation runtime was 68 times faster than the sequential version, with the program evaluation kernel alone hitting an acceleration of 350 times. Details on how to efficiently accomplish tha

巧辦法

Comparing Methods to Creating Constants in Grammatical Evolution,increasingly larger individuals, GE—after an initial growth or drop in sizes—tends to keep individual sizes stable despite no explicit mechanisms to control size growth. Furthermore, various GE setups perform acceptably well on unseen test data and typically outperform GP. Overall, these results enc

新陳代謝

Design, Architecture, and Engineering with Grammatical Evolution,ions of GE provide a basis for objective mathematically-based fitness evaluations. Finally, these two techniques can be combined to allow the designer to decide exactly how balance the optimisation and exploration of the process.

Militia

Grammatical Evolution and Creativity,re autonomously creative if this is the a priori goal of the proposed experiment. Furthermore, we propose that evolutionary systems, and in particular GE, are highly suitable to the study of creativity as they can offer much scope in representation through grammars while allowing exploration and the

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SLAG

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