Engineering Applications of Social Welfare Functions - Francisco Munoz, Ashutosh Nayak, Seokcheon Lee

Engineering Applications of Social Welfare Functions

Generic Framework of Dynamic Resource Allocation
Buch | Softcover
XI, 94 Seiten
2023 | 1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-20547-7 (ISBN)
160,49 inkl. MwSt

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.


Introduction to Engineering Applications of Social Welfare.- Routing in Wireless Sensor Networks - Energy Welfare.- Ambulance Dispatching - Preparedness Welfare.- Group Decision Making in Intelligent Shared Environments - Preference Welfare.- Task Allocation in Multi-Robot Systems - Resource Welfare.- Resource Sharing in Cyber-Physical Systems - Utility Welfare.-  Conclusion, Limitations, and Research Opportunities.

Erscheinungsdatum
Reihe/Serie Automation, Collaboration, & E-Services
Zusatzinfo XI, 94 p. 50 illus., 21 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 177 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Wirtschaft Volkswirtschaftslehre Mikroökonomie
Schlagworte Automation Systems • Dynamic Resource Allocation • Engineered Systems • E-Service Systems • Social Welfare Functions
ISBN-10 3-031-20547-2 / 3031205472
ISBN-13 978-3-031-20547-7 / 9783031205477
Zustand Neuware
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