what is a good book to learn heuristics and metaheuristics
Writer: Javier Del Ser Lorente
Publisher: BoD – Books on Demand
ISBN: 9535133837
Size: 71.eighty MB
Format: PDF
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Book Description
eBook by Javier Del Ser Lorente, Heuristics And Hyper Heuristics. In the last few years, the society is witnessing ever-growing levels of complexity in the optimization paradigms lying at the core of unlike applications and processes. This augmented complication has motivated the adoption of heuristic methods as a means to balance the Pareto trade-off between computational efficiency and the quality of the produced solutions to the trouble at paw. The momentum gained past heuristics in applied applications spans farther towards hyper-heuristics, which let constructing ensembles of simple heuristics to handle efficiently several problems of a single form. In this context, this brusk volume compiles selected applications of heuristics and hyper-heuristics for combinatorial optimization problems, including scheduling and other contrasted application scenarios.
Author: Javier Del Ser Lorente
Publisher: BoD – Books on Demand
ISBN: 9535133837
Format: PDF, ePub
Release: 2017-08-30
Language: en
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In this context, this short book compiles selected applications of heuristics and hyper-heuristics for combinatorial optimization problems, including scheduling and other assorted application scenarios.
Writer: Nelishia Pillay
Publisher: Springer
ISBN: 331996514X
Format: PDF, epub
Release: 2018-10-05
Language: en
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The book will be of value to graduate students, researchers, and practitioners.
Author: Jacomine Grobler
Publisher:
ISBN:
Format: PDF, ePub, epub
Release: 2015
Language: en
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This thesis develops a heterogeneous meta-hyper-heuristic algorithm (HMHH) for single-objective unconstrained continuous optimization bug.
Author: Alan Vella
Publisher:
ISBN:
Format: PDF, ePub, Mobi
Release: 2012
Language: en
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Hyper-heuristics have been petty explored in data mining. This piece of work presents novel hyper-heuristic approaches to data mining, by searching a space of attribute option criteria for decision tree edifice algorithm.
Writer:
Publisher:
ISBN: 9789535133841
Format: PDF, ePub, Mobi
Release: nineteen??
Language: en
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In this context, this brusk book compiles selected applications of heuristics and hyper-heuristics for combinatorial optimization issues, including scheduling and other assorted application scenarios.
Author: Matthew Allen Martin
Publisher:
ISBN:
Format: PDF, ePub, Mobi
Release: 2015
Language: en
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"Within the field of Blackness-Box Search Algorithms (BBSAs), there is a focus on improving algorithm operation over increasingly diversified problem classes.
Writer: Mashael Suliaman Maashi
Publisher:
ISBN:
Format: PDF, ePub
Release: 2017
Linguistic communication: en
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Multi-objective hyper-heuristics is a search method or learning mechanism that operates over a fixed ready of depression-level heuristics to solve multi-objective optimization problems by controlling and combining the strengths of those heuristics.
Author: Alejandro Sosa Ascencio
Publisher:
ISBN:
Format: PDF, ePub
Release: 2015
Language: en
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"This document describes a written report performed over the generality feature that is enclosed in hyper- heuristics.
Author: Libin Hong
Publisher:
ISBN:
Format: PDF, Kindle
Release: 2018
Language: en
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Author: Matthew Hyde
Publisher:
ISBN:
Format: PDF, epub
Release: 2010
Language: en
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This thesis presents a programme of research which investigated a genetic programming hyper-heuristic methodology to automate the heuristic design process for one, two and 3 dimensional packing bug.
Author: Aleksandra Swiercz
Publisher:
ISBN:
Format: PDF, Mobi
Release: 2017
Language: en
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Many decision and optimization problems arising in bioinformatics field are time demanding, and several algorithms are designed to solve these bug or to amend their current best solution approach.
Author: Gabriela Ochoa
Publisher:
ISBN:
Format: PDF, ePub
Release: 2010
Linguistic communication: en
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Author: Nelishia Pillay
Publisher: Springer Nature
ISBN: 3030720691
Format: PDF, Mobi
Release: 2021-07-28
Language: en
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This volume presents recent advances in automated machine learning (AutoML) and automatic algorithm pattern and indicates the future directions in this fast-developing surface area.
Writer: Ahmed Kheiri
Publisher:
ISBN:
Format: PDF, ePub, epub
Release: 2014
Language: en
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Author: Fawaz Alanazi
Publisher:
ISBN:
Format: PDF, ePub, Mobi
Release: 2017
Linguistic communication: en
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Writer: Anas Elhag
Publisher:
ISBN:
Format: PDF, epub
Release: 2015
Linguistic communication: en
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Author: Nicolas Monmarché
Publisher: Springer Science & Business Media
ISBN: 3540793046
Format: PDF, epub
Release: 2008-04-25
Language: en
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Heuristics. Using. a. GP. Hyper-Heuristic. Framework. Mohamed Bader-El-Den and Riccardo Poli Department of Computing and Electronic Systems, University of Essex, U.k. Abstract. We present GP-HH, a framework for evolving local-search three- ...
Author: Wenwen Li
Publisher:
ISBN:
Format: PDF
Release: 2018
Language: en
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Author: Fred Due west. Glover
Publisher: Springer Scientific discipline & Business Media
ISBN: 1402072635
Format: PDF, ePub
Release: 2003-01-31
Language: en
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This volume provides both the research and practitioner communities with a comprehensive coverage of the metaheuristic methodologies that take proven to exist successful in a wide variety of existent-world trouble settings.
Author: Lionel Amodeo
Publisher: Springer
ISBN: 3319582534
Format: PDF
Release: 2017-09-18
Linguistic communication: en
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Altogether, this book offers a comprehensive look at how researchers are currently using metaheuristics in different domains of pattern and awarding. This book highlights country-of-the-art developments in metaheuristics research.
Source: https://www.yarntopia.net/epub/heuristics-and-hyper-heuristics/
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