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Chapter

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Title

Computational Burden Analysis for Integer Knapsack Problems Solved with Dynamic Programming

Authors

[ 1 ] Instytut Automatyki i Inżynierii Informatycznej, Wydział Elektryczny, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.2] Automation, electronics and electrical engineering

Year of publication

2017

Chapter type

chapter in monograph / paper

Publication language

english

Keywords
EN
  • Optimization
  • Computational Burden
  • Dynamic Programming
  • Knapsack Algorithm
Abstract

EN The paper presents the results concerning computational burden analysis of dynamic programming and bottom-up algorithms when solving knapsack problems. It presents the efficiency of the algorithms information expressed both in calculation time, as well as mean number of iterations in knapsack problems up to 15,000 items and capacity of the knapsack equal to 10,000. The aim of the paper is to present the this knowledge what of practical use when solving optimization problems where estimate of execution time of the algorithm is important.

Pages (from - to)

215 - 220

DOI

10.5220/0006415302150220

URL

https://www.scitepress.org/PublicationsDetail.aspx?ID=nboYfPwWNCQ=&t=1

Book

14th International Conference on Informatics in Control, Automation and Robotics ICINCO 2017

Presented on

14th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2017, 26-28.07.2017, Madrid, Spain

License type

CC BY-NC-ND (attribution - noncommercial - no derivatives)

Open Access Mode

publisher's website

Open Access Text Version

final published version

Full text of chapter

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Access level to full text

public

Ministry points / chapter

5

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