A Genetic algorithm to solve the container storage space allocation problem

03/05/2013
by   I. Ayachi, et al.
0

This paper presented a genetic algorithm (GA) to solve the container storage problem in the port. This problem is studied with different container types such as regular, open side, open top, tank, empty and refrigerated containers. The objective of this problem is to determine an optimal containers arrangement, which respects customers delivery deadlines, reduces the rehandle operations of containers and minimizes the stop time of the container ship. In this paper, an adaptation of the genetic algorithm to the container storage problem is detailed and some experimental results are presented and discussed. The proposed approach was compared to a Last In First Out (LIFO) algorithm applied to the same problem and has recorded good results

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/01/2013

Harmony search algorithm for the container storage problem

Recently a new metaheuristic called harmony search was developed. It mim...
research
05/30/2013

Harmony search to solve the container storage problem with different container types

This paper presents an adaptation of the harmony search algorithm to sol...
research
06/03/2013

Evolutionary Approach for the Containers Bin-Packing Problem

This paper deals with the resolution of combinatorial optimization probl...
research
05/22/2016

Hybrid evolutionary algorithm with extreme machine learning fitness function evaluation for two-stage capacitated facility location problem

This paper considers the two-stage capacitated facility location problem...
research
02/24/2021

A Memory Optimized Data Structure for Binary Chromosomes in Genetic Algorithm

This paper presents a memory-optimized metadata-based data structure for...
research
11/24/2014

Solving the Periodic Timetabling Problem using a Genetic Algorithm

In railway operations, a timetable is established to determine the depar...
research
09/29/2021

Industrial Application of Artificial Intelligence to the Traveling Salesperson Problem

In this paper we discuss the application of AI and ML to the exemplary i...

Please sign up or login with your details

Forgot password? Click here to reset