Discrete cuckoo search for combinatorial optimization / Aziz Ouaarab.
Ouaarab, Aziz, author.
2020
QA402.5
Available Online

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Title Discrete cuckoo search for combinatorial optimization / Aziz Ouaarab.
Author Ouaarab, Aziz, author.
ISBN 9789811538360 (electronic book)
9811538360 (electronic book)
9811538352
9789811538353
Published Singapore : Springer, [2020]
Copyright ©2020
Language English
Description 1 online resource.
Call Number QA402.5
Dewey Decimal Classification 519.6/4
Summary This book provides a literature review of techniques used to pass from continuous to combinatorial space, before discussing a detailed example with individual steps of how cuckoo search (CS) can be adapted to solve combinatorial optimization problems. It demonstrates the application of CS to three different problems and describes their source code. The content is divided into five chapters, the first of which provides a technical description, together with examples of combinatorial search spaces. The second chapter summarizes a diverse range of methods used to solve combinatorial optimization problems. In turn, the third chapter presents a description of CS, its formulation and characteristics. In the fourth chapter, the application of discrete cuckoo search (DCS) to solve three POCs (the traveling salesman problem, quadratic assignment problem and job shop scheduling problem) is explained, focusing mainly on a reinterpretation of the terminology used in CS and its source of inspiration. In closing, the fifth chapter discusses random-key cuckoo search (RKCS) using random keys to represent positions found by cuckoo search in the TSP and QAP solution space.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed April 9, 2020).
Series Springer tracts in nature-inspired computing.
Available in Other Form Print version: 9789811538353
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Combinatorial optimization space
Solving COPs
From CS to DCS
DCS and the studied COPs
Cuckoo search Random key encoding.

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