Thinking Risk with Multi-objective Population-based Heuristics - Under Temporal and Conflicting Objectives

The scope of this book is evolutionary computation techniques for risk management. The aim of the book is to layout the foundations and provides a detailed treatment of the subject. It will focus on two main elements in risk management that are lacking sufficient treatments in the current literature: temporal risk and risk under conflicting objectives. The book will provide a coherent picture of risk management that encompasses these two elements and frameworks, methods and techniques to manage risk that features these two elements.

List of contents

Risk and uncertaint.- Evolutionary multiobjective search.- Computational risk optimization.- MEBRA: Multiobjective evolutionary-based risk assessment framework.- RICO: Risk identification under conflicting objectives.- RIB: Risk backbone in temporal risk management.- DMAR: Decision maker attitude to risk.- Applications.-Conclusion.

Summary

The scope of this book is evolutionary computation techniques for risk management. The aim of the book is to layout the foundations and provides a detailed treatment of the subject. It will focus on two main elements in risk management that are lacking sufficient treatments in the current literature: temporal risk and risk under conflicting objectives. The book will provide a coherent picture of risk management that encompasses these two elements and frameworks, methods and techniques to manage risk that features these two elements.

Product details

• Authors: Hussein Abbass, Hussein A Abbass, Hussein A. Abbass, Axe Bender, Axel Bender, Lam Bui, Lam et al Bui, Svetoslav Gaidow
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Release: 01.09.2024, delayed
• EAN: 9781441967718
• ISBN: 978-1-4419-6771-8
• No. of pages: 240
• Illustrations: X, 240 p.
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; Management, B, Artificial Intelligence, Business and Management, engineering, Electrical Engineering, Innovation/Technology Management, Research & development management, Communications Engineering, Networks, Industrial Management, Computational Intelligence