Parallel Differential Evolution with Variable Population Size for Global Optimization

2020 ◽  
pp. 89-99
Author(s):  
Iztok Fister ◽  
Andres Iglesias ◽  
Akemi Galvez ◽  
Dušan Fister ◽  
Iztok Fister
Keyword(s):  
Global Optimization ◽  
Differential Evolution ◽  
Population Size ◽  
Variable Population ◽  
Variable Population Size

scholarly journals Second-Order Moments of Segregating Sites Under Variable Population Size

Genetics ◽  
2008 ◽  
Vol 180 (1) ◽  
pp. 341-357 ◽  
Author(s):  
Daniel Živković ◽  
Thomas Wiehe
Keyword(s):  
Population Size ◽  
Second Order ◽  
Variable Population ◽  
Segregating Sites ◽  
Variable Population Size

scholarly journals Two-Locus Likelihoods Under Variable Population Size and Fine-Scale Recombination Rate Estimation

Genetics ◽  
2016 ◽  
Vol 203 (3) ◽  
pp. 1381-1399 ◽  
Author(s):  
John A. Kamm ◽  
Jeffrey P. Spence ◽  
Jeffrey Chan ◽  
Yun S. Song
Keyword(s):  
Population Size ◽  
Recombination Rate ◽  
Fine Scale ◽  
Rate Estimation ◽  
Variable Population ◽  
Variable Population Size

Quantum Inspired Algorithm for a VRP with Heterogeneous Fleet Mixed Backhauls and Time Windows

2016 ◽  
Vol 7 (4) ◽  
pp. 18-38 ◽  
Author(s):  
Meryem Berghida ◽  
Abdelmadjid Boukra
Keyword(s):  
Population Size ◽  
Vehicle Routing ◽  
Vehicle Routing Problem ◽  
Search Algorithm ◽  
Time Windows ◽  
Harmony Search ◽  
Routing Problem ◽  
Heterogeneous Fleet ◽  
Variable Population ◽  
Variable Population Size

This paper presents a new Quantum Inspired Harmony Search algorithm with Variable Population Size QIHSVPS for a complex variant of vehicle routing problem (VRP), called HVRPMBTW (Vehicle Routing Problem with Heterogeneous fleet, Mixed Backhauls and Time Windows). This variant is characterized by a limited number of vehicles with various capacities and costs. The vehicles serve two types of customers: linehauls customers and backhauls customers. Each customer must be visited in a specific interval of time. The authors propose to use quantum principles to accelerate evolution process and variable population size to decrease the number of solution's evaluation, when the improvement is insignificant. This new approach was tested on benchmarks and produces satisfactory results compared to other approaches.

Sign in / Sign up

Export Citation Format

Share Document