Discrete Cuckoo Search for Combinatorial Optimization is popular PDF and ePub book, written by Aziz Ouaarab in 2020-03-24, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Discrete Cuckoo Search for Combinatorial Optimization can be Read Online from any device for your convenience.
Discrete Cuckoo Search for Combinatorial Optimization Book PDF 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.
Detail Book of Discrete Cuckoo Search for Combinatorial Optimization PDF
- Author : Aziz Ouaarab
- Release : 24 March 2020
- Publisher : Springer Nature
- ISBN : 9789811538360
- Genre : Technology & Engineering
- Total Page : 138 pages
- Language : English
- PDF File Size : 14,8 Mb
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