Design of Heuristic Algorithms for Hard Optimization

Name: Design of Heuristic Algorithms for Hard Optimization
Brand: Springer International Publishing AG
SKU: 9783031137136
Price: 18949 HUF
Availability: InStock

With Python Codes for the Travelling Salesman Problem

Szerző: Éric D. Taillard

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer International Publishing AG

Elérhetőség: Beszállítói készleten

Küldés 10-13 napon belül

18 949 Ft

This open access book demonstrates all the steps required to design heuristic algorithms for difficu...

Információk a könyvről

Szerző

Éric D. Taillard

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2022

oldal

287

EAN

9783031137136

Enbook ID

39439477

Kiadó

Springer International Publishing AG

Súly

598

Méretek

242 x 160 x 24

Teljes leírás

This open access book demonstrates all the steps required to design heuristic algorithms for difficult optimization. The classic problem of the travelling salesman is used as a common thread to illustrate all the techniques discussed. This problem is ideal for introducing readers to the subject because it is very intuitive and its solutions can be graphically represented. The book features a wealth of illustrations that allow the concepts to be understood at a glance. The book approaches the main metaheuristics from a new angle, deconstructing them into a few key concepts presented in separate chapters: construction, improvement, decomposition, randomization and learning methods. Each metaheuristic can then be presented in simplified form as a combination of these concepts. This approach avoids giving the impression that metaheuristics is a non-formal discipline, a kind of cloud sculpture. Moreover, it provides concrete applications of the travelling salesman problem, which illustrate in just a few lines of code how to design a new heuristic and remove all ambiguities left by a general framework. Two chapters reviewing the basics of combinatorial optimization and complexity theory make the book self-contained. As such, even readers with a very limited background in the field will be able to follow all the content.

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Design of Heuristic Algorithms for Hard Optimization

With Python Codes for the Travelling Salesman Problem

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták