Developing Improved Greedy Crossover to Solve Symmetric Traveling Salesman Problem

09/24/2012
by   Hassan Ismkhan, et al.
0

The Traveling Salesman Problem (TSP) is one of the most famous optimization problems. Greedy crossover designed by Greffenstette et al, can be used while Symmetric TSP (STSP) is resolved by Genetic Algorithm (GA). Researchers have proposed several versions of greedy crossover. Here we propose improved version of it. We compare our greedy crossover with some of recent crossovers, we use our greedy crossover and some recent crossovers in GA then compare crossovers on speed and accuracy.

READ FULL TEXT

page 3

page 5

research
04/10/2015

Study of Some Recent Crossovers Effects on Speed and Accuracy of Genetic Algorithm, Using Symmetric Travelling Salesman Problem

The Travelling Salesman Problem (TSP) is one of the most famous optimiza...
research
01/24/2014

Parallel Genetic Algorithm to Solve Traveling Salesman Problem on MapReduce Framework using Hadoop Cluster

Traveling Salesman Problem (TSP) is one of the most common studied probl...
research
06/19/2016

Minimum cost polygon overlay with rectangular shape stock panels

Minimum Cost Polygon Overlay (MCPO) is a unique two-dimensional optimiza...
research
11/04/2022

Extension of Simple Algorithms to the Matroid Secretary Problem

Whereas there are simple algorithms that are proven to be optimal for th...
research
06/24/2020

Local-Search Based Heuristics for Advertisement Scheduling

In the MAXSPACE problem, given a set of ads A, one wants to place a subs...
research
09/09/2014

Combining the analytical hierarchy process and the genetic algorithm to solve the timetable problem

The main problems of school course timetabling are time, curriculum, and...
research
02/02/2021

On Greedy Approaches to Hierarchical Aggregation

We analyze greedy algorithms for the Hierarchical Aggregation (HAG) prob...

Please sign up or login with your details

Forgot password? Click here to reset