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Thinking Risk with Multi-objective Population-based Heuristics

  • Book
  • Aug 2024

Overview

Authors:
  1. Hussein A. Abbass

    1. School of Eng. and Information Tech. Australian Defence Force Academy, University of New South Wales, Canberra, Australia

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  2. Axel Bender

    1. Joint Operations Division, Defence Science & Technology Organisation (DSTO), Edinburgh, Australia

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  3. Lam Bui

    1. Le Quy Don Technical University Faculty of Information Technology, Hanoi City, Vietnam

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  4. Svetoslav Gaidow

    1. Joint Operations Division, Defence Science & Technology Organisation (DSTO), Edinburgh, Australia

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  • First book focusing on temporal and conflicting objectives

  • First book on computational intelligence for risk management

  • Discusses the topic qualitatively as well as quantitatively

  • Goes beyond traditional risk assessment methodologies

  • Offers a thorough computational approach to risk identification in complex systems

  • Provides the pseudo code for all computational methods used in the book

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Keywords

About this book

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.

Authors and Affiliations

  • School of Eng. and Information Tech. Australian Defence Force Academy, University of New South Wales, Canberra, Australia

    Hussein A. Abbass

  • Joint Operations Division, Defence Science & Technology Organisation (DSTO), Edinburgh, Australia

    Axel Bender, Svetoslav Gaidow

  • Le Quy Don Technical University Faculty of Information Technology, Hanoi City, Vietnam

    Lam Bui

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