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Engineering Applications of Social Welfare Functions

von Ashutosh Nayak, Francisco Munoz und Seokcheon Lee
Softcover - 9783031205477
160,49 €
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Hardcover - 9783031205446
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Hardcover - 9783031205446
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Beschreibung

This book presents social welfare functions as a unified multidisciplinary framework for various resource allocation problems. By measuring the impact of local decisions on broader society, social welfare functions enable “socialized” decisions and thereby produce an emergent property that “global” balance and welfare emerge from “local” welfare-maximizing behaviors. Social welfare functions are originally used in economics to quantify income welfare, jointly considering average and inequality to arrive at better measures of welfare than average alone. Wishing the readers to find opportunities for their problems of interest, this book introduces research results of social welfare functions applied in five different engineering applications, defining welfare metrics pertaining to the characteristics of the application.  The “energy welfare” in wireless sensor network measures richness of distributed sensors in energy. The “preparedness welfare” in emergency medical services quantifies the preparedness level of an entire service area by aggregating preparedness levels of individual zones. The “preference welfare” in intelligent shared environments represents the opinions of real people for groups. The “resource welfare” in multi-robot task allocation quantifies the efficiency of utilizing distributed resources across robots. The “utility welfare” in complex cyber-physical systems quantifies the impact of local resource sharing decisions on the broader task communities.


Generic Framework of Dynamic Resource Allocation

Generic Framework of Dynamic Resource Allocation

Details

Verlag Springer International Publishing
Ersterscheinung 18. November 2023
Maße 23.5 cm x 15.5 cm
Gewicht 179 Gramm
Format Softcover
ISBN-13 9783031205477
Auflage 1st ed. 2023
Seiten 94