ON THE THEORETICAL PROOF OF CONVERGENCE FOR A CLASS OF SOMA SEARCH ALGORITHMS

Result code in IS VaVaI
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Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
ON THE THEORETICAL PROOF OF CONVERGENCE FOR A CLASS OF SOMA SEARCH ALGORITHMS
Original language description
This paper presents mathematical proofs for a new search algorithm - Self-Organizing Migrating Algorithm (SOMA), which can be classified as a memetic algorithm. The principles of this algorithm are given at [12] where C++ source code for Self-OrganizingMigrating Algorithm and Differential Evolution (DE) can also be found. At this address the Self-Organizing Migrating Algorithm is explained and then compared with Differential Evolution on various tested functions (15). During these tests 9500 comparative optimizing simulations have been carried out, representing approximately 22x106 cost function evaluations. Because the simulations have shown that Self-Organizing Migrating Algorithm is a viable algorithm, this contribution is focused on some basic proofs for it
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2001
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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