Intelligence Systems in Environmental Management: Theory and Applications

£129.50

Intelligence Systems in Environmental Management: Theory and Applications

Environmental management Alternative and renewable energy sources and technology Artificial intelligence

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Collection: Intelligent Systems Reference Library

Language: English

Published by: Springer

Published on: 3rd September 2016

Format: LCP-protected ePub

Size: 6 Mb

ISBN: 9783319429939


Overview

This book offers a comprehensive reference guide to intelligence systems in environmental management. It provides readers with all the necessary tools for solving complex environmental problems, where classical techniques cannot be applied.

Chapter Content

The respective chapters, written by prominent researchers, explain a wealth of both basic and advanced concepts including ant colony, genetic algorithms, evolutionary algorithms, fuzzy multi-criteria decision making tools, particle swarm optimization, agent-based modelling, artificial neural networks, simulated annealing, Tabu search, fuzzy multi-objective optimization, fuzzy rules, support vector machines, fuzzy cognitive maps, cumulative belief degrees, and many others.

Additional Features

To foster a better understanding, all the chapters include relevant numerical examples or case studies. Taken together, they form an excellent reference guide for researchers, lecturers, and postgraduate students pursuing research on complex environmental problems.

Significance

Moreover, by extending all the main aspects of classical environmental solution techniques to its intelligent counterpart, the book presents a dynamic snapshot on the field that is expected to stimulate new directions and stimulate new ideas and developments.

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