Advances in tree seed algorithm: A comprehensive survey

FS Gharehchopogh - Archives of Computational Methods in Engineering, 2022 - Springer
In recent years, significant research has been done to solve optimization and complex
problems by metaheuristic algorithms. Metaheuristic algorithms are inspired by the …

Training feed-forward multi-layer perceptron artificial neural networks with a tree-seed algorithm

AC Cinar - Arabian Journal for Science and Engineering, 2020 - Springer
The artificial neural network (ANN) is the most popular research area in neural computing. A
multi-layer perceptron (MLP) is an ANN that has hidden layers. Feed-forward (FF) ANN is …

[HTML][HTML] A discrete tree-seed algorithm for solving symmetric traveling salesman problem

AC Cinar, S Korkmaz, MS Kiran - Engineering Science and Technology, an …, 2020 - Elsevier
Tree-Seed algorithm (TSA) is a recently developed nature inspired population-based
iterative search algorithm. TSA is proposed for solving continuous optimization problems by …

ATSA: An Adaptive Tree Seed Algorithm based on double-layer framework with tree migration and seed intelligent generation

J Jiang, X Yang, M Li, T Chen - Knowledge-Based Systems, 2023 - Elsevier
Abstract The Tree Seed Algorithm (TSA) is a popular meta-heuristic algorithm that excels in
solving optimization problems. However, TSA has some structural deficiencies and certain …

Enhance tree-seed algorithm using hierarchy mechanism for constrained optimization problems

J Jiang, X Meng, L Qian, H Wang - Expert Systems with Applications, 2022 - Elsevier
Abstract Tree-Seed Algorithm is a kind of swarm intelligence optimization algorithm. It is
used to solve various problems widely, but it still has some shortcomings need to be …

A tree–seed algorithm based on intelligent search mechanisms for continuous optimization

MS Kiran, H Hakli - Applied Soft Computing, 2021 - Elsevier
One of the recently proposed metaheuristic algorithms is tree–seed algorithm, TSA for short.
TSA is developed by inspiring the relation between trees and their seeds in order to solve …

TriTSA: Triple Tree-Seed Algorithm for dimensional continuous optimization and constrained engineering problems

J Jiang, Y Liu, Z Zhao - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
Abstract Tree-Seed Algorithm (TSA) is a meta-heuristic optimization algorithm with good
performance in solving continuous optimization problems. However, there is an imbalance …

Enhancing tree-seed algorithm via feed-back mechanism for optimizing continuous problems

J Jiang, X Meng, Y Chen, C Qiu, Y Liu, K Li - Applied Soft Computing, 2020 - Elsevier
Abstract Tree-Seed Algorithm (TSA) is a novel population-based random search algorithm
with its advantages in continuous optimization problems. However, there are some problems …

Solving continuous optimization problems using the tree seed algorithm developed with the roulette wheel strategy

M Beşkirli - Expert Systems with Applications, 2021 - Elsevier
The Tree seed algorithm (TSA) is a metaheuristic algorithm inspired by the relationship
between trees and seeds. It has been proposed for very low-dimensional optimization …

DTSA: Dynamic Tree-Seed Algorithm with Velocity-Driven Seed Generation and Count-Based Adaptive Strategies

J Jiang, J Huang, J Wu, J Luo, X Yang, W Li - Symmetry, 2024 - mdpi.com
The Tree-Seed Algorithm (TSA) has been effective in addressing a multitude of optimization
issues. However, it has faced challenges with early convergence and difficulties in …