A Better Understanding of the Behaviour of Metaheuristics: A Psychological View

Broderick Crawford; Ricardo Soto; Claudio León de la Barra; Kathleen Crawford; Fernando Paredes; Franklin Johnson

doi:10.1007/978-3-319-07857-1_90

A Better Understanding of the Behaviour of Metaheuristics: A Psychological View

Broderick Crawford, Ricardo Soto, Claudio León de la Barra, Kathleen Crawford, Fernando Paredes, Franklin Johnson

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

This paper aimed to show the idea that concepts and methods from Creative Problem Solving can also be useful in dealing with developing Metaheuristics. A dynamic approach based on Divergent and Convergent Thinking can be used to understand the modus operandi and behaviour of this kind of optimization solvers.

Original language	English
Title of host publication	HCI International 2014 - Posters' Extended Abstracts - International Conference, HCI International 2014, Proceedings
Publisher	Springer Verlag
Pages	515-518
Number of pages	4
ISBN (Print)	9783319078564
DOIs	https://doi.org/10.1007/978-3-319-07857-1_90
State	Published - 2014

Publication series

Name	Communications in Computer and Information Science
Volume	434 PART I
ISSN (Print)	1865-0929

Keywords

Convergent Thinking
Creative Problem Solving
Divergent Thinking
Metaheuristics

Access to Document

10.1007/978-3-319-07857-1_90

Cite this

Crawford, B., Soto, R., de la Barra, C. L., Crawford, K., Paredes, F., & Johnson, F. (2014). A Better Understanding of the Behaviour of Metaheuristics: A Psychological View. In HCI International 2014 - Posters' Extended Abstracts - International Conference, HCI International 2014, Proceedings (pp. 515-518). (Communications in Computer and Information Science; Vol. 434 PART I). Springer Verlag. https://doi.org/10.1007/978-3-319-07857-1_90

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abstract = "This paper aimed to show the idea that concepts and methods from Creative Problem Solving can also be useful in dealing with developing Metaheuristics. A dynamic approach based on Divergent and Convergent Thinking can be used to understand the modus operandi and behaviour of this kind of optimization solvers.",

keywords = "Convergent Thinking, Creative Problem Solving, Divergent Thinking, Metaheuristics",

author = "Broderick Crawford and Ricardo Soto and {de la Barra}, {Claudio Le{\'o}n} and Kathleen Crawford and Fernando Paredes and Franklin Johnson",

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Crawford, B , Soto, R , de la Barra, CL, Crawford, K, Paredes, F & Johnson, F 2014, A Better Understanding of the Behaviour of Metaheuristics: A Psychological View. in HCI International 2014 - Posters' Extended Abstracts - International Conference, HCI International 2014, Proceedings. Communications in Computer and Information Science, vol. 434 PART I, Springer Verlag, pp. 515-518. https://doi.org/10.1007/978-3-319-07857-1_90

A Better Understanding of the Behaviour of Metaheuristics: A Psychological View. / Crawford, Broderick ; Soto, Ricardo ; de la Barra, Claudio León et al.
HCI International 2014 - Posters' Extended Abstracts - International Conference, HCI International 2014, Proceedings. Springer Verlag, 2014. p. 515-518 (Communications in Computer and Information Science; Vol. 434 PART I).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - A Better Understanding of the Behaviour of Metaheuristics

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AU - Crawford, Kathleen

AU - Paredes, Fernando

AU - Johnson, Franklin

PY - 2014

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AB - This paper aimed to show the idea that concepts and methods from Creative Problem Solving can also be useful in dealing with developing Metaheuristics. A dynamic approach based on Divergent and Convergent Thinking can be used to understand the modus operandi and behaviour of this kind of optimization solvers.

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KW - Creative Problem Solving

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BT - HCI International 2014 - Posters' Extended Abstracts - International Conference, HCI International 2014, Proceedings

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Crawford B , Soto R , de la Barra CL, Crawford K, Paredes F, Johnson F. A Better Understanding of the Behaviour of Metaheuristics: A Psychological View. In HCI International 2014 - Posters' Extended Abstracts - International Conference, HCI International 2014, Proceedings. Springer Verlag. 2014. p. 515-518. (Communications in Computer and Information Science). doi: 10.1007/978-3-319-07857-1_90

A Better Understanding of the Behaviour of Metaheuristics: A Psychological View

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