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Planowanie zadań w warsztacie przy użyciu sieci neuronowej

Planowanie zadań w warsztacie przy użyciu sieci neuronowej

Rajani Mhetre / Rukhsana Sache / Sanjivani Kadam

51,30 €
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Informática: cuestiones generales
ISBN:
9786206839668
51,30 €
IVA incluido
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Planowanie zadań w warsztacie polega na przydzielaniu maszyn w czasie do wykonania zbioru zadań w celu zminimalizowania/zmaksymalizowania określonego wskaźnika wydajności przy jednoczesnym spełnieniu ograniczeń dotyczących kolejności operacji, wydajności maszyn, czasu przetwarzania i wymagań dotyczących czasu gotowości, a zasoby to maszyny i zadania. Planowanie zadań w warsztacie należy do klasy problemów NP-zupełnych. W niniejszej książce do rozwiązania problemów NP-zupełnych zastosowano modele sztucznych sieci neuronowych. Głównym celem jest zminimalizowanie całkowitego ważonego czasu realizacji zadań w systemie, czyli zminimalizowanie czasu wykonania wszystkich zadań (czasu potrzebnego do wykonania wszystkich zadań) przy użyciu metody heurystycznej, która zapewnia wysokiej jakości przybliżone rozwiązanie w rozsądnym czasie.

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