By the same authors

Wallace: An efficient generic evolutionary framework

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Standard

Wallace : An efficient generic evolutionary framework. / Timperley, Christopher Steven; Stepney, Susan.

European Conference on Artificial Life 2015. MIT Press, 2015. p. 365-372.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Harvard

Timperley, CS & Stepney, S 2015, Wallace: An efficient generic evolutionary framework. in European Conference on Artificial Life 2015. MIT Press, pp. 365-372. https://doi.org/10.7551/978-0-262-33027-5-ch066

APA

Timperley, C. S., & Stepney, S. (2015). Wallace: An efficient generic evolutionary framework. In European Conference on Artificial Life 2015 (pp. 365-372). MIT Press. https://doi.org/10.7551/978-0-262-33027-5-ch066

Vancouver

Timperley CS, Stepney S. Wallace: An efficient generic evolutionary framework. In European Conference on Artificial Life 2015. MIT Press. 2015. p. 365-372 https://doi.org/10.7551/978-0-262-33027-5-ch066

Author

Timperley, Christopher Steven ; Stepney, Susan. / Wallace : An efficient generic evolutionary framework. European Conference on Artificial Life 2015. MIT Press, 2015. pp. 365-372

Bibtex - Download

@inbook{d1779623eb434bc98b2adf4b49bda054,
title = "Wallace: An efficient generic evolutionary framework",
abstract = "We present a novel evolutionary computing framework, Wallace, that achieves ease-of-use and genericity, via a domain-specific language, and simultaneously achieves efficiency via meta-programming, as well as supporting parallelism. Wallace also includes a novel multiple representation model of individual development, realised using meta-programming. We describe the Wallace framework, illustrating it with a number of example problems from the literature. We compare the performance of this framework to existing EC frameworks; early results show improvements in both conciseness and speed over popular alternatives. Finally, we discuss the future of EC frameworks, and the ongoing developments to the Wallace framework.",
author = "Timperley, {Christopher Steven} and Susan Stepney",
year = "2015",
doi = "10.7551/978-0-262-33027-5-ch066",
language = "English",
isbn = "9780262330275",
pages = "365--372",
booktitle = "European Conference on Artificial Life 2015",
publisher = "MIT Press",

}

RIS (suitable for import to EndNote) - Download

TY - CHAP

T1 - Wallace

T2 - An efficient generic evolutionary framework

AU - Timperley, Christopher Steven

AU - Stepney, Susan

PY - 2015

Y1 - 2015

N2 - We present a novel evolutionary computing framework, Wallace, that achieves ease-of-use and genericity, via a domain-specific language, and simultaneously achieves efficiency via meta-programming, as well as supporting parallelism. Wallace also includes a novel multiple representation model of individual development, realised using meta-programming. We describe the Wallace framework, illustrating it with a number of example problems from the literature. We compare the performance of this framework to existing EC frameworks; early results show improvements in both conciseness and speed over popular alternatives. Finally, we discuss the future of EC frameworks, and the ongoing developments to the Wallace framework.

AB - We present a novel evolutionary computing framework, Wallace, that achieves ease-of-use and genericity, via a domain-specific language, and simultaneously achieves efficiency via meta-programming, as well as supporting parallelism. Wallace also includes a novel multiple representation model of individual development, realised using meta-programming. We describe the Wallace framework, illustrating it with a number of example problems from the literature. We compare the performance of this framework to existing EC frameworks; early results show improvements in both conciseness and speed over popular alternatives. Finally, we discuss the future of EC frameworks, and the ongoing developments to the Wallace framework.

U2 - 10.7551/978-0-262-33027-5-ch066

DO - 10.7551/978-0-262-33027-5-ch066

M3 - Chapter (peer-reviewed)

SN - 9780262330275

SP - 365

EP - 372

BT - European Conference on Artificial Life 2015

PB - MIT Press

ER -