A comparative study on self-adaptive differential evolution algorithms for test functions and a real-world problem

Shota Eguchi; Yuki Matsugano; Hirokazu Sakaguchi; Satoshi Ono; Hisato Fukuda; Ryo Furukawa; Hiroshi Kawasaki

doi:10.1007/978-3-319-19084-6_12

A comparative study on self-adaptive differential evolution algorithms for test functions and a real-world problem

Shota Eguchi, Yuki Matsugano, Hirokazu Sakaguchi, Satoshi Ono, Hisato Fukuda, Ryo Furukawa, Hiroshi Kawasaki

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

1 Citation (Scopus)

Abstract

This paper compares novel self-adaptive Differential Evolution algorithms (SADEs) on noisy test functions to see how robust the algorithms are against noise in fitness function. This paper also compares the performance of SADEs on real-world problems that estimates Bidirectional Reflectance Distribution Function properties of 3D objects.

Original language	English
Title of host publication	Learning and Intelligent Optimization - 9th International Conference, LION, Revised Selected Papers
Editors	Clarisse Dhaenens, Laetitia Jourdan, Marie-Eleonore Marmion
Publisher	Springer Verlag
Pages	131-136
Number of pages	6
ISBN (Print)	9783319190839
DOIs	https://doi.org/10.1007/978-3-319-19084-6_12
Publication status	Published - 2015
Externally published	Yes
Event	9th International Conference on Learning and Intelligent Optimization, LION 2015 - Lille, France Duration: Jan 12 2015 → Jan 15 2015

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	8994
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	9th International Conference on Learning and Intelligent Optimization, LION 2015
Country/Territory	France
City	Lille
Period	1/12/15 → 1/15/15

All Science Journal Classification (ASJC) codes

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-319-19084-6_12

Cite this

Eguchi, S., Matsugano, Y., Sakaguchi, H., Ono, S., Fukuda, H., Furukawa, R., & Kawasaki, H. (2015). A comparative study on self-adaptive differential evolution algorithms for test functions and a real-world problem. In C. Dhaenens, L. Jourdan, & M-E. Marmion (Eds.), Learning and Intelligent Optimization - 9th International Conference, LION, Revised Selected Papers (pp. 131-136). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8994). Springer Verlag. https://doi.org/10.1007/978-3-319-19084-6_12

A comparative study on self-adaptive differential evolution algorithms for test functions and a real-world problem. / Eguchi, Shota; Matsugano, Yuki; Sakaguchi, Hirokazu et al.
Learning and Intelligent Optimization - 9th International Conference, LION, Revised Selected Papers. ed. / Clarisse Dhaenens; Laetitia Jourdan; Marie-Eleonore Marmion. Springer Verlag, 2015. p. 131-136 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8994).

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

Eguchi, S, Matsugano, Y, Sakaguchi, H, Ono, S, Fukuda, H, Furukawa, R & Kawasaki, H 2015, A comparative study on self-adaptive differential evolution algorithms for test functions and a real-world problem. in C Dhaenens, L Jourdan & M-E Marmion (eds), Learning and Intelligent Optimization - 9th International Conference, LION, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8994, Springer Verlag, pp. 131-136, 9th International Conference on Learning and Intelligent Optimization, LION 2015, Lille, France, 1/12/15. https://doi.org/10.1007/978-3-319-19084-6_12

Eguchi S, Matsugano Y, Sakaguchi H, Ono S, Fukuda H, Furukawa R et al. A comparative study on self-adaptive differential evolution algorithms for test functions and a real-world problem. In Dhaenens C, Jourdan L, Marmion M-E, editors, Learning and Intelligent Optimization - 9th International Conference, LION, Revised Selected Papers. Springer Verlag. 2015. p. 131-136. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-19084-6_12

Eguchi, Shota ; Matsugano, Yuki ; Sakaguchi, Hirokazu et al. / A comparative study on self-adaptive differential evolution algorithms for test functions and a real-world problem. Learning and Intelligent Optimization - 9th International Conference, LION, Revised Selected Papers. editor / Clarisse Dhaenens ; Laetitia Jourdan ; Marie-Eleonore Marmion. Springer Verlag, 2015. pp. 131-136 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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A comparative study on self-adaptive differential evolution algorithms for test functions and a real-world problem

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