Genetic algorithms and their applications

M Gen, L Lin - Springer handbook of engineering statistics, 2023 - Springer
The first part of this chapter describes the foundation of genetic algorithms. It includes hybrid
genetic algorithms, adaptive genetic algorithms, and fuzzy logic controllers. After a short …

Recent advances in hybrid priority-based genetic algorithms for logistics and SCM network design

M Gen, L Lin, YS Yun, H Inoue - Computers & Industrial Engineering, 2018 - Elsevier
Abstract Design and optimization of logistics and supply chain management (SCM) network
is very important issue, which plans, implements and controls the efficient, effective forward …

The close–open mixed multi depot vehicle routing problem considering internal and external fleet of vehicles

A Azadeh, H Farrokhi-Asl - Transportation Letters, 2019 - Taylor & Francis
Distribution of finished goods from depots to predetermined customers and collection of
goods and wastes are practical and challengeable optimization and logistics problems; …

Nonlinear fixed charge transportation problem by spanning tree-based genetic algorithm

JB Jo, Y Li, M Gen - Computers & Industrial Engineering, 2007 - Elsevier
Networks provide a useful way for modeling real world problems and are extensively used in
many different types of systems: communications, hydraulic, mechanical, electronic, and …

Solving a capacitated fixed-charge transportation problem by artificial immune and genetic algorithms with a Prüfer number representation

S Molla-Alizadeh-Zavardehi… - Expert Systems with …, 2011 - Elsevier
This paper presents a mathematical model for a capacitated fixed-charge transportation
problem in a two-stage supply chain network, in which potential places are candidate to be …

Addressing a nonlinear fixed-charge transportation problem using a spanning tree-based genetic algorithm

M Hajiaghaei-Keshteli… - Computers & Industrial …, 2010 - Elsevier
In this paper, we consider the fixed-charge transportation problem (FCTP) in which a fixed
cost, sometimes called a setup cost, is incurred if another related variable assumes a …

The allocation of customers to potential distribution centers in supply chain networks: GA and AIA approaches

M Hajiaghaei-Keshteli - Applied Soft Computing, 2011 - Elsevier
In this paper, two stages of supply chain network; distribution centers (DCs) and customers,
are considered. There are customers with particular demands and potential places which …

Recent network design techniques using evolutionary algorithms

M Gen, A Kumar, JR Kim - International Journal of Production Economics, 2005 - Elsevier
As social systems based on computer networks are more complicated, the optimization
problems in network systems have been drawing the attention of many related researchers …

[HTML][HTML] An optimal two-stage allocation of material flows in a transport-logistic system with continuously distributed resource

SA Us, LS Koriashkina, OD Stanina - Радіоелектроніка …, 2019 - cyberleninka.ru
Context. The object of the research is a two-stage process of material flows allocation in the
transport-logistic system, the structural elements of which are enterprises that collect a …

SABİT MALİYETLİ ULAŞTIRMA PROBLEMİ İÇİN BİR GENETİK ALGORİTMA

TY Ayan - Gazi Üniversitesi İktisadi ve İdari Bilimler Fakültesi …, 2008 - dergipark.org.tr
Bu makalede klasik ulaştırma probleminin (UP) bir uzantısı olan sabit maliyetli ulaştırma
problemini (SMUP) çözmek için bir genetik algoritma (GA) sunulmaktadır. SMUP nin temel …