Romanian Journal of Information Science and Technology (ROMJIST)

An open – access publication

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ROMJIST is a publication of Romanian Academy,
Section for Information Science and Technology

Editor – in – Chief:
Radu-Emil Precup

Honorary Co-Editors-in-Chief:
Horia-Nicolai Teodorescu
Gheorghe Stefan

Secretariate (office):
Adriana Apostol
Adress for correspondence: romjist@nano-link.net (after 1st of January, 2019)

Founding Editor-in-Chief
(until 10th of February, 2021):
Dan Dascalu

Editing of the printed version: Mihaela Marian (Publishing House of the Romanian Academy, Bucharest)

Technical editor
of the on-line version:
Lucian Milea (University POLITEHNICA of Bucharest)

Sponsor:
• National Institute for R & D
in Microtechnologies
(IMT Bucharest), www.imt.ro

ROMJIST Volume 1, No. 1, 1998, pp. 3-21
 

Alexandru AGAPIE, Marius GIUCLEA, Florin FAGARASAN, Horia DEDIU
Genetic Algorithms: Theoretical Aspects and Applications

ABSTRACT: Genetic Algorithms (GA) are robust probabilistic algorithms for optimization, relying strongly on parallel computation. Their power comes from multi-point exploiting of the searching space, avoiding the stagnation in local optima. First we present some of the GA's theoretical features. Then, two illustrative applications highlight the efficiency of GA on multi-parameter optimization tasks: on combinatorial (a bin-packing problem), as well as on a real-valued one (a fitting problem, from computational physics).

Full text not available






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