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Genetic Programming Heuristics for Multiple Machine Scheduling


Jakobović, Domagoj; Jelenković, Leonardo; Budin, Leo
Genetic Programming Heuristics for Multiple Machine Scheduling // Lecture Notes in Computer Science, 4445 (2007), 321-330 (podatak o recenziji nije dostupan, kongresno priopćenje, znanstveni)


Naslov
Genetic Programming Heuristics for Multiple Machine Scheduling

Autori
Jakobović, Domagoj ; Jelenković, Leonardo ; Budin, Leo

Izvornik
Lecture Notes in Computer Science (0302-9743) 4445 (2007); 321-330

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, kongresno priopćenje, znanstveni

Ključne riječi
Genetic programming; scheduling; scheduling heuristics

Sažetak
In this paper we present a method for creating scheduling heuristics for parallel proportional machine scheduling environment and arbitrary performance criteria. Genetic programming is used to synthesize the priority function which, coupled with an appropriate meta-algorithm for a given environment, forms the priority scheduling heuristic. We show that the procedures derived in this way can perform similarly or better than existing algorithms. Additionally, this approach may be particularly useful for those combinations of scheduling environment and criteria for which there are no adequate scheduling algorithms.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
036-0362980-1921 - Računalne okoline za sveprisutne raspodijeljene sustave (Siniša Srbljić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus