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 …

Nature-inspired metaheuristic techniques for combinatorial optimization problems: Overview and recent advances

MA Rahman, R Sokkalingam, M Othman, K Biswas… - Mathematics, 2021 - mdpi.com
Combinatorial optimization problems are often considered NP-hard problems in the field of
decision science and the industrial revolution. As a successful transformation to tackle …

Discrete sparrow search algorithm for symmetric traveling salesman problem

Z Zhang, Y Han - Applied Soft Computing, 2022 - Elsevier
The traveling salesman problem (TSP) is one of the most intensively studied problems in
computational mathematics. This paper proposes a swarm intelligence approach using a …

A hybrid algorithm based on state-adaptive slime mold model and fractional-order ant system for the travelling salesman problem

X Gong, Z Rong, J Wang, K Zhang, S Yang - Complex & Intelligent …, 2023 - Springer
The ant colony optimization (ACO) is one efficient approach for solving the travelling
salesman problem (TSP). Here, we propose a hybrid algorithm based on state-adaptive …

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 …

[HTML][HTML] Adaptive ant colony optimization with node clustering applied to the travelling salesman problem

P Stodola, P Otřísal, K Hasilová - Swarm and Evolutionary Computation, 2022 - Elsevier
This article presents the Ant Colony Optimization algorithm to solve the Travelling Salesman
Problem. The proposed algorithm implements three novel techniques to enhance the overall …

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 …

An effective discrete artificial bee colony algorithm for multi-AGVs dispatching problem in a matrix manufacturing workshop

WQ Zou, QK Pan, T Meng, L Gao, YL Wang - Expert Systems with …, 2020 - Elsevier
This paper addresses a new multiple automatic guided vehicle dispatching problem
(AGVDP) from material handling process in a matrix manufacturing workshop. The problem …

A novel design of differential evolution for solving discrete traveling salesman problems

IM Ali, D Essam, K Kasmarik - Swarm and Evolutionary Computation, 2020 - Elsevier
Differential evolution is one of the most powerful and popular evolutionary algorithms, which
is primarily used to solve continuous-based optimization problems. Although differential …

An artificial bee colony algorithm with a modified choice function for the traveling salesman problem

SS Choong, LP Wong, CP Lim - Swarm and evolutionary computation, 2019 - Elsevier
Abstract The Artificial Bee Colony (ABC) algorithm is a swarm intelligence approach which
has initially been proposed to solve optimisation of mathematical test functions with a unique …