The Application of Ant Colony Optimization

The application of advanced analytics in science and technology is rapidly expanding, and developing optimization technics is critical to this expansion. Instead of relying on dated procedures, researchers can reap greater rewards by utilizing cutting-edge optimization techniques like population-bas...

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Bibliographic Details
Format:	eBook
Language:	English
Published:	IntechOpen 2022
Subjects:	Algorithms & data structures Algorithms and data structures Computer programming / software engineering Computing and Information Technology
ISBN:	9781839681776, 1839681772, 1839681764, 9781839681769, 9781839681783, 1839681780
Online Access:	Get full text
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Summary:	The application of advanced analytics in science and technology is rapidly expanding, and developing optimization technics is critical to this expansion. Instead of relying on dated procedures, researchers can reap greater rewards by utilizing cutting-edge optimization techniques like population-based metaheuristic models, which can quickly generate a solution with acceptable quality. Ant Colony Optimization (ACO) is one the most critical and widely used models among heuristics and meta-heuristics. This book discusses ACO applications in Hybrid Electric Vehicles (HEVs), multi-robot systems, wireless multi-hop networks, and preventive, predictive maintenance.
ISBN:	9781839681776 1839681772 1839681764 9781839681769 9781839681783 1839681780
DOI:	10.5772/intechopen.91586