Comparison of genetic operators for the multiobjective pickup and delivery problem

C Little, S Choudhury, T Hu, K Salomaa - Mathematics, 2022 - mdpi.com
The pickup and delivery problem is a pertinent problem in our interconnected world. Being
able to move goods and people efficiently can lead to decreases in costs, emissions, and …

Discrete many-objective optimization problems: The case of the pickup and delivery problem

AL Jaimes, A García-Nájera - 2016 IEEE Congress on …, 2016 - ieeexplore.ieee.org
The pickup and delivery problem (PDP) deals with a set of transportation requests, which
specify the quantity of product that has to be picked up from an origin and delivered to a …

An evolutionary approach to the multi-objective pickup and delivery problem with time windows

A Garcia-Najera… - 2013 IEEE Congress on …, 2013 - ieeexplore.ieee.org
The pickup and delivery problem (PDP) has many real-life applications. In this problem there
is a customer set which is partitioned into two subsets: the customers requiring an amount of …

An investigation into many-objective optimization on combinatorial problems: Analyzing the pickup and delivery problem

A García-Nájera, A López-Jaimes - Swarm and Evolutionary Computation, 2018 - Elsevier
Many-objective optimization focuses on solving optimization problems with four or more
objectives. Effort has been made mainly on studying continuous problems, with interesting …

R2 indicator based multiobjective memetic optimization for the pickup and delivery problem with time windows and demands (PDP-TW-D)

DH Phan, J Suzuki - Proceedings of the 8th International Conference on …, 2014 - dl.acm.org
This paper defines a multiobjective variant of the Pickup and Delivery Problem (PDP), called
PDP with Time Windows and Demands (PDP-TW-D), and approaches the problem with a …

A hybrid genetic algorithm to solve a multi-objective pickup and delivery problem

Z Al Chami, H Manier, MA Manier, C Fitouri - IFAC-PapersOnLine, 2017 - Elsevier
Abstract The Pickup and Delivery Problem, known as PDP, is one of the most combinatorial
optimization problems studied in the literature. In this type of problems, loads must be …

Multi-vehicle selective pickup and delivery using metaheuristic algorithms

CK Ting, XL Liao, YH Huang, RT Liaw - Information Sciences, 2017 - Elsevier
The pickup and delivery problem (PDP) addresses real-world problems in logistics and
transportation, and establishes a critical class of vehicle routing problems. This study …

Genetic algorithm with path relinking for the multi-vehicle selective pickup and delivery problem

YH Huang, CK Ting - 2011 IEEE Congress of Evolutionary …, 2011 - ieeexplore.ieee.org
The multi-vehicle selective pickup and delivery problem (MVSPDP) is a class of vehicle
routing problem. The MVSPDP aims to minimize the total distance traveled by a fleet of …

Evolutionary multiobjective optimization for the pickup and delivery problem with time windows and demands

DH Phan, J Suzuki - Mobile Networks and Applications, 2016 - Springer
This paper studies an evolutionary algorithm to solve a new multiobjective optimization
problem, the Pickup and Delivery Problem with Time Windows and Demands (PDP-TW-D) …

A multi-objective evolutionary algorithm based on R2 indicator for pickup and delivery problem with time windows

L Li, A Sahoo, L Chang - 2020 IEEE Symposium Series on …, 2020 - ieeexplore.ieee.org
Pickup and delivery problems are a classic routing problem. This paper attempts to solve a
one-to-many-to-one pickup and delivery problem with time windows by introducing a R2 …