Title: Ein Ansatz f�r Multi-Agentensysteme und Emergenzmethoden f�r die Instandhaltung (German Edition)
Publisher: Verlag Unser Wissen
Publication Date: 2024
Language: German
ISBN 10: 620808041X
ISBN 13: 9786208080419
Binding: Soft cover
Condition: New

About this title

Synopsis

Das Hauptziel unseres Buches ist es, hybride Ans�tze vorzuschlagen, die einerseits auf MAS und andererseits auf der Nutzung von Emergenzmethoden wie Genetischen Algorithmen (GA) und den Algorithmen des K�nstlichen Immunsystems (AIS) basieren, um systematische vorbeugende Wartungsma�nahmen besser in Planungsworkshops zu integrieren. Ziel ist es, die Ausf�hrungszeit im Verlauf der Planung zu minimieren. Wir verwenden fortschrittliche Operatoren: den Zufallsschl�ssel f�r die Kodierung, die Auswahl der Klassifizierung, das einheitliche Crossover und die Einpunktmutation. Dar�ber hinaus haben wir ein neues Verfahren zur Berechnung der Affinit�t im Rahmen des FSHMAIA-Ansatzes definiert. Dieses Verfahren basiert auf der Berechnung des �hnlichkeitsverh�ltnisses f�r jeden Antik�rper. Hierf�r haben wir einen Algorithmus vorgeschlagen, der auf vier Kriterien zur Berechnung des �hnlichkeitsverh�ltnisses basiert. Wir haben auch die Anpassungen einiger bekannter Heuristiken, einschlie�lich Johnson (m / 2, m / 2) NEHH, PCDT und PLDT, bewertet. Die Originalit�t dieser Arbeit liegt in der Verwendung von MAS mit GA und AIS in der Integration von systematischen vorbeugenden Wartungsma�nahmen in einem hybriden Flow Shop Scheduling.

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