Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation

Alon Snir; Barak Samina; Amiram Moshaiov

doi:10.1109/SSCI.2015.126

Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation

Alon Snir, Barak Samina, Amiram Moshaiov^*

^*Corresponding author for this work

School of Mechanical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The set-based concept approach has been suggested as a means to simultaneously explore different design spaces at both the conceptual and the particular design levels. The type of exploration problem, which is dealt with here, aims to reveal the approximated concepts' fronts, within a Pareto relaxation zone. Based on a resolution-relaxation approach, a unique concept-based evolutionary algorithm has recently been suggested to tackle this problem. Here, we suggest a modification to that algorithm, which aims to provide an adaptive mechanism to distribute the computational resources among the evolved concepts under a given run-Time limitation.

Original language	English
Title of host publication	Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	853-860
Number of pages	8
ISBN (Electronic)	9781479975600
DOIs	https://doi.org/10.1109/SSCI.2015.126
State	Published - 2015
Event	IEEE Symposium Series on Computational Intelligence, SSCI 2015 - Cape Town, South Africa Duration: 8 Dec 2015 → 10 Dec 2015

Publication series

Name	Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015

Conference

Conference	IEEE Symposium Series on Computational Intelligence, SSCI 2015
Country/Territory	South Africa
City	Cape Town
Period	8/12/15 → 10/12/15

Access to Document

10.1109/SSCI.2015.126

Cite this

Snir, A., Samina, B., & Moshaiov, A. (2015). Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation. In Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015 (pp. 853-860). Article 7376701 (Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SSCI.2015.126

Snir, Alon ; Samina, Barak ; Moshaiov, Amiram. / Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation. Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 853-860 (Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015).

@inproceedings{659aab8f56ac42ef8e443ee9590ffb63,

title = "Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation",

abstract = "The set-based concept approach has been suggested as a means to simultaneously explore different design spaces at both the conceptual and the particular design levels. The type of exploration problem, which is dealt with here, aims to reveal the approximated concepts' fronts, within a Pareto relaxation zone. Based on a resolution-relaxation approach, a unique concept-based evolutionary algorithm has recently been suggested to tackle this problem. Here, we suggest a modification to that algorithm, which aims to provide an adaptive mechanism to distribute the computational resources among the evolved concepts under a given run-Time limitation.",

author = "Alon Snir and Barak Samina and Amiram Moshaiov",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE Symposium Series on Computational Intelligence, SSCI 2015 ; Conference date: 08-12-2015 Through 10-12-2015",

year = "2015",

doi = "10.1109/SSCI.2015.126",

language = "אנגלית",

series = "Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "853--860",

booktitle = "Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015",

address = "ארצות הברית",

}

Snir, A, Samina, B & Moshaiov, A 2015, Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation. in Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015., 7376701, Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015, Institute of Electrical and Electronics Engineers Inc., pp. 853-860, IEEE Symposium Series on Computational Intelligence, SSCI 2015, Cape Town, South Africa, 8/12/15. https://doi.org/10.1109/SSCI.2015.126

Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation. / Snir, Alon; Samina, Barak; Moshaiov, Amiram.
Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 853-860 7376701 (Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Snir A, Samina B, Moshaiov A. Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation. In Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 853-860. 7376701. (Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015). doi: 10.1109/SSCI.2015.126

Concept-based evolutionary multi-criteria exploration of design spaces under run-time limitation

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