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Advances in Hyper-Heuristics

By (author) Nelishia Pillay, By (author) Rong Qu

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normal price: R 6 921.95

Price: R 6 229.95


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The field of hyper-heuristics has been developing rapidly over the years with a number of new advancements in the field. The book firstly examines the different levels of generality that can be attained by a hyper-heuristic and provides a standardization for hyper-heuristics. The book investigates a further level of generality in hyper-heuristics across discrete and continuous optimization. The concept of learning within hyper-heuristics is then reviewed. The use of hyper-heuristics for the automated design of machine learning and search algorithms as well as the automated design of hyper-heuristics and hybrid hyper-heuristics is examined. An overview of the use of approaches not previously employed by hyper-heuristics, such as neural networks, is given. Recent trends in computational intelligence, namely, transfer learning and explainable artificial intelligence, are reported in the context of hyper-heuristics. Recent applications of hyper-heuristics in areas such multi-objective optimization and search-based software engineering are also presented. This book is suitable for postgraduate students, researchers, and practitioners who are interested in evolutionary computing, artificial intelligence, or operations research.

| product details |



Normally shipped | Forthcoming. We are not accepting backorders for this item yet
Publisher | Springer Verlag, Singapore
Published date | 11 Nov 2025
Language |
Format | Hardback
Pages | 0
Dimensions | 235 x 155 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-9-8197-5557-8
Readership Age |
BISAC | computers / artificial intelligence


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