Parallel Evolutionary Algorithms with SOM-Like Migration and its Application to VLSI-Design

I
IJCNN
2000
IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5
Abstract - Parallel Evolutionary Algorithms with SOM-Like Migration and its Application to VLSI-Design

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IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5

Como, Italy

July 24-July 27

ISBN: 0-7695-0619-4

	ASCII Text	x
	Th. Villmann, R. Haupt, K. Hering, "Parallel Evolutionary Algorithms with SOM-Like Migration and its Application to VLSI-Design," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 5, pp. 5167, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000.

	BibTex	x
	@article{ 10.1109/IJCNN.2000.861452, author = {Th. Villmann and R. Haupt and K. Hering}, title = {Parallel Evolutionary Algorithms with SOM-Like Migration and its Application to VLSI-Design}, journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on}, volume = {5}, year = {2000}, issn = {1098-7576}, pages = {5167}, doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861452}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on TI - Parallel Evolutionary Algorithms with SOM-Like Migration and its Application to VLSI-Design SN - 1098-7576 SP EP A1 - Th. Villmann, A1 - R. Haupt, A1 - K. Hering, PY - 2000 VL - 5 JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on ER -

Th. Villmann, Universit?t Leipzig

R. Haupt, Universit?t Leipzig

K. Hering, Universit?t Leipzig

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861452

We introduce a multiple subpopulation approach for parallel evolutionary algorithms the migration scheme of which follows a SOM-like dynamics. We successfully apply this approach to clustering in VLSI-design. The advantages of the approach are shown which consist in a reduced communication overhead between the subpopulations preserving a non-vanishing information flow.

Citation:

Th. Villmann, R. Haupt, K. Hering, "Parallel Evolutionary Algorithms with SOM-Like Migration and its Application to VLSI-Design," ijcnn, vol. 5, pp.5167, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000

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