Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making

Julia Handl; Joshua Knowles

doi:10.1007/978-3-540-72964-8_7

Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making

Julia Handl
, Joshua Knowles

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Chapter

11 Citations (Scopus)

Abstract

This chapter identifies five distinct modes in which multiobjective optimization is used to solve practical optimization problems. Implications for the interpretation and analysis of the resulting Pareto front, and for decision making, are discussed, and each mode is illustrated using application examples taken from recent research.

Original language	English
Title of host publication	Natural Computing Series
Publisher	Springer
Pages	131-151
Number of pages	21
DOIs	https://doi.org/10.1007/978-3-540-72964-8_7
Publication status	Published - 2008

Publication series

Name	Natural Computing Series
ISSN (Print)	1619-7127

Bibliographical note

Funding Information:
JK gratefully acknowledges the support of the Biotechnology and Biological Sciences Research Council (BBSRC), UK.

Publisher Copyright:
© Springer Science and Business Media Deutschland GmbH. All rights reserved.

ASJC Scopus subject areas

Software
Theoretical Computer Science

Access to Document

10.1007/978-3-540-72964-8_7

Cite this

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abstract = "This chapter identifies five distinct modes in which multiobjective optimization is used to solve practical optimization problems. Implications for the interpretation and analysis of the resulting Pareto front, and for decision making, are discussed, and each mode is illustrated using application examples taken from recent research.",

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AU - Knowles, Joshua

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AB - This chapter identifies five distinct modes in which multiobjective optimization is used to solve practical optimization problems. Implications for the interpretation and analysis of the resulting Pareto front, and for decision making, are discussed, and each mode is illustrated using application examples taken from recent research.

UR - https://www.scopus.com/pages/publications/85128810048

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M3 - Chapter

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T3 - Natural Computing Series

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BT - Natural Computing Series

PB - Springer

ER -

Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making

Abstract

Publication series

Bibliographical note

ASJC Scopus subject areas

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Cite this