2005Unpublished venueRequires access

Mixing use methods of the genetic algorithm to solve 0-1's knapsack problem

Dong Qing-tan

Open publisher page 0 citations

Abstract

The genetic algorithm is based on the search algorithm of natural selection and genetic mechanism. This paper attempted to discussi the way in solving famous 0-1's knapsack problem, and improved the classics genetic algorithms by mixing use methods of singlepoint-crossover and multipoint-crossover as well as combining tradition algorithms with genetic algorithm in order to gain the better approximate solution about the problem.

About this research paper

What this paper is about

The genetic algorithm is based on the search algorithm of natural selection and genetic mechanism. This paper attempted to discussi the way in solving famous 0-1's knapsack problem, and improved the classics genetic algorithms by mixing use methods of singlepoint-crossover and multipoint-crossover as well as combining tradition algorithms with genetic algorithm in order to gain the better approximate solution about the problem.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

The genetic algorithm is based on the search algorithm of natural selection and genetic mechanism. This paper attempted to discussi the way in solving famous 0-1's knapsack problem, and improved the classics genetic algorithms by mixing use methods of singlepoint-crossover and multipoint-crossover as well as combining tradition algorithms with genetic algorithm in order to gain the better approximate solution about the problem.

Key concepts: Knapsack problem, Crossover, Genetic algorithm, Mixing (physics), Quality control and genetic algorithms, Selection (genetic algorithm), Mathematical optimization, Genetic representation

Related papers

Back to paper searchBrowse research topicsOriginal source
Mixing use methods of the genetic algorithm to solve 0-1's knapsack problem — Research Paper | ScholarLens