A remark on adaptive scheduling of optimization algorithms

Krisztián Balázs, László T. Kóczy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

In this paper the scheduling problem of optimization algorithms is defined. This problem is about scheduling numerical optimization methods from a set of iterative 'oracle-based' techniques in order to obtain an as efficient as possible optimization process based on the given set of algorithms. Statements are formulated and proven about the scheduling problem and methods are proposed to solve this problem. The applicability of one of the proposed methods is demonstrated through a simple fuzzy rule based machine learning example.

Original languageEnglish
Title of host publicationInformation Processing and Management of Uncertainty in Knowledge-Based Systems
Subtitle of host publicationApplications, 13th International Conference, IPMU 2010, Proceedings
EditorsEyke Hullermeier, Rudolf Kruse, Frank Hoffmann
Pages719-728
Number of pages10
DOIs
Publication statusPublished - Dec 1 2010
Event13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010 - Dortmund, Germany
Duration: Jun 28 2010Jul 2 2010

Publication series

NameCommunications in Computer and Information Science
Volume81 PART 2
ISSN (Print)1865-0929

Other

Other13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010
CountryGermany
CityDortmund
Period6/28/107/2/10

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ASJC Scopus subject areas

  • Computer Science(all)
  • Mathematics(all)

Cite this

Balázs, K., & Kóczy, L. T. (2010). A remark on adaptive scheduling of optimization algorithms. In E. Hullermeier, R. Kruse, & F. Hoffmann (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems: Applications, 13th International Conference, IPMU 2010, Proceedings (pp. 719-728). (Communications in Computer and Information Science; Vol. 81 PART 2). https://doi.org/10.1007/978-3-642-14058-7_74