Advances in Hyper-Heuristics

Name: Advances in Hyper-Heuristics
Brand: Springer, Berlin
SKU: 9789819755578
Price: 183.67 EUR
Availability: InStock

Автор: Nelishia Pillay, Rong Qu

Език:

Корици: С твърди корици

Издател: Springer, Berlin

Наличност: 50% вероятност

Ще претърсим света

183.67 € 359.24 лв

The field of hyper-heuristics has been developing rapidly over the years with a number of new advanc...

Информация за книгата

Автор

Nelishia Pillay, Rong Qu

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2025

страници

150

EAN

9789819755578

Enbook ID

46587514

Издател

Springer, Berlin

Размери

155 x 235

Пълно описание

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.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Advances in Hyper-Heuristics

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също