A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems

E Kaya, B Gorkemli, B Akay, D Karaboga - Engineering Applications of …, 2022 - Elsevier
The ABC algorithm is one of the popular optimization algorithms and has been used
successfully in solving many real-world problems. Numeric, binary, integer, mixed integer …

A taxonomic review of metaheuristic algorithms for solving the vehicle routing problem and its variants

R Elshaer, H Awad - Computers & Industrial Engineering, 2020 - Elsevier
Recently, a taxonomic review of the Vehicle Routing Problem (VRP) literature published
between 2009 and June 2015 stated that most of the surveyed articles use metaheuristics …

Reinforcement learning for solving the vehicle routing problem

M Nazari, A Oroojlooy, L Snyder… - Advances in neural …, 2018 - proceedings.neurips.cc
We present an end-to-end framework for solving the Vehicle Routing Problem (VRP) using
reinforcement learning. In this approach, we train a single policy model that finds near …

The vehicle routing problem: State of the art classification and review

K Braekers, K Ramaekers… - Computers & industrial …, 2016 - Elsevier
Over the past decades, the Vehicle Routing Problem (VRP) and its variants have grown ever
more popular in the academic literature. Yet, the problem characteristics and assumptions …

The Application of Artificial Bee Colony Algorithm to Optimizing Vehicle Routes Problem

YA Sarumaha, DR Firdaus… - Journal of Information …, 2023 - gemapublisher.com
The problem of vehicle routing with capacity is a combinatorial optimization problem that is
included in the NP-Hard category. In this article, we suggest an artificial bee colony …

A comprehensive survey: artificial bee colony (ABC) algorithm and applications

D Karaboga, B Gorkemli, C Ozturk… - Artificial intelligence …, 2014 - Springer
Swarm intelligence (SI) is briefly defined as the collective behaviour of decentralized and
self-organized swarms. The well known examples for these swarms are bird flocks, fish …

An efficient harris hawk optimization algorithm for solving the travelling salesman problem

FS Gharehchopogh, B Abdollahzadeh - Cluster Computing, 2022 - Springer
Abstract Travelling Salesman Problem (TSP) is an Np-Hard problem, for which various
solutions have been offered so far. Using the Harris Hawk Optimization (HHO) algorithm, this …

A dynamical artificial bee colony for vehicle routing problem with drones

D Lei, Z Cui, M Li - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Truck-drone hybrid delivery is a hybrid one combining the advantages including large
capacity of truck and high travel speed of drone together. Vehicle routing problem with …

[图书][B] Swarm intelligence: principles, advances, and applications

AE Hassanien, E Emary - 2018 - taylorfrancis.com
Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of
bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf …

On clarifying misconceptions when comparing variants of the artificial bee colony algorithm by offering a new implementation

M Mernik, SH Liu, D Karaboga, M Črepinšek - Information sciences, 2015 - Elsevier
Abstract Artificial Bee Colony (ABC) is a Swarm Intelligence algorithm that has obtained
meta-heuristic researchers' attention and favor over recent years. It comprises good balance …