By the same authors

Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures

Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution

Standard

Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures. / Krawiec, Krzysztof; Simons, Christopher; Swan, Jerry; R. Woodward, John.

Handbook of Research on Emergent Applications of Optimization Algorithms. ed. / Pandian Vasant; Sirma Zeynep Alparslan-Gok; Gerhard-Wilhelm Weber. Hershey, PA, USA : IGI Global, 2018. p. 1-36.

Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution

Harvard

Krawiec, K, Simons, C, Swan, J & R. Woodward, J 2018, Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures. in P Vasant, SZ Alparslan-Gok & G-W Weber (eds), Handbook of Research on Emergent Applications of Optimization Algorithms. IGI Global, Hershey, PA, USA, pp. 1-36. <http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10. 4018/978-1-5225-2990-3.ch001>

APA

Krawiec, K., Simons, C., Swan, J., & R. Woodward, J. (2018). Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures. In P. Vasant, S. Z. Alparslan-Gok, & G-W. Weber (Eds.), Handbook of Research on Emergent Applications of Optimization Algorithms (pp. 1-36). IGI Global. http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10. 4018/978-1-5225-2990-3.ch001

Vancouver

Krawiec K, Simons C, Swan J, R. Woodward J. Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures. In Vasant P, Alparslan-Gok SZ, Weber G-W, editors, Handbook of Research on Emergent Applications of Optimization Algorithms. Hershey, PA, USA: IGI Global. 2018. p. 1-36

Author

Krawiec, Krzysztof ; Simons, Christopher ; Swan, Jerry ; R. Woodward, John. / Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures. Handbook of Research on Emergent Applications of Optimization Algorithms. editor / Pandian Vasant ; Sirma Zeynep Alparslan-Gok ; Gerhard-Wilhelm Weber. Hershey, PA, USA : IGI Global, 2018. pp. 1-36

Bibtex - Download

@inbook{766c777d7b92462a98190279ac5ae51c,
title = "Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures",
abstract = "Design patterns capture the essentials of recurring best practice in an abstract form. Their merits are well established in domains as diverse as architecture and software development. They offer significant benefits, not least a common conceptual vocabulary for designers, enabling greater communication of high-level concerns and increased software reuse. Inspired by the success of software design patterns, this chapter seeks to promote the merits of a pattern-based method to the development of metaheuristic search software components. To achieve this, a catalog of patterns is presented, organized into the families of structural, behavioral, methodological and component-based patterns. As an alternative to the increasing specialization associated with individual metaheuristic search components, the authors encourage computer scientists to embrace the {\textquoteleft}cross cutting' benefits of a pattern-based perspective to optimization algorithms. Some ways in which the patterns might form the basis of further larger-scale metaheuristic component design automation are also discussed.",
author = "Krzysztof Krawiec and Christopher Simons and Jerry Swan and {R. Woodward}, John",
year = "2018",
language = "English",
pages = "1--36",
editor = "Pandian Vasant and Alparslan-Gok, {Sirma Zeynep} and Gerhard-Wilhelm Weber",
booktitle = "Handbook of Research on Emergent Applications of Optimization Algorithms",
publisher = " IGI Global",

}

RIS (suitable for import to EndNote) - Download

TY - CHAP

T1 - Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures

AU - Krawiec, Krzysztof

AU - Simons, Christopher

AU - Swan, Jerry

AU - R. Woodward, John

PY - 2018

Y1 - 2018

N2 - Design patterns capture the essentials of recurring best practice in an abstract form. Their merits are well established in domains as diverse as architecture and software development. They offer significant benefits, not least a common conceptual vocabulary for designers, enabling greater communication of high-level concerns and increased software reuse. Inspired by the success of software design patterns, this chapter seeks to promote the merits of a pattern-based method to the development of metaheuristic search software components. To achieve this, a catalog of patterns is presented, organized into the families of structural, behavioral, methodological and component-based patterns. As an alternative to the increasing specialization associated with individual metaheuristic search components, the authors encourage computer scientists to embrace the ‘cross cutting' benefits of a pattern-based perspective to optimization algorithms. Some ways in which the patterns might form the basis of further larger-scale metaheuristic component design automation are also discussed.

AB - Design patterns capture the essentials of recurring best practice in an abstract form. Their merits are well established in domains as diverse as architecture and software development. They offer significant benefits, not least a common conceptual vocabulary for designers, enabling greater communication of high-level concerns and increased software reuse. Inspired by the success of software design patterns, this chapter seeks to promote the merits of a pattern-based method to the development of metaheuristic search software components. To achieve this, a catalog of patterns is presented, organized into the families of structural, behavioral, methodological and component-based patterns. As an alternative to the increasing specialization associated with individual metaheuristic search components, the authors encourage computer scientists to embrace the ‘cross cutting' benefits of a pattern-based perspective to optimization algorithms. Some ways in which the patterns might form the basis of further larger-scale metaheuristic component design automation are also discussed.

M3 - Other chapter contribution

SP - 1

EP - 36

BT - Handbook of Research on Emergent Applications of Optimization Algorithms

A2 - Vasant, Pandian

A2 - Alparslan-Gok, Sirma Zeynep

A2 - Weber, Gerhard-Wilhelm

PB - IGI Global

CY - Hershey, PA, USA

ER -

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