Oct 20, 2021 · This work presents a novel swarm-based metaheuristic algorithm: tuna swarm optimization. The algorithm is inspired by the cooperative foraging mechanisms of tuna, …

Jul 1, 2023 · Combining tuna swarm optimization algorithm with Q-learning, a reinforcement learning framework to solve the poor stability of swarm intelligence algorithm is proposed and …

Nov 10, 2022 · Xie et al. proposed a new meta-heuristic algorithm called the tuna swarm optimization algorithm (TSO) in 2021 after observing the foraging behavior of tuna swarms. …

Apr 1, 2025 · So a ReliefF guided variable spiral tuna swarm optimization (TSO) algorithm with somersault foraging was proposed to solve the FS problem. Firstly, inspired by the sudden …

May 6, 2025 · To achieve time–energy–impact multi-objective optimization in the trajectory control of underwater manipulators, this paper proposes a Fast Non-Dominated Sorting Tuna Swarm …

Oct 20, 2021 · In this paper, a novel swarm-based metaheuristic algorithm is proposed, which is called tuna swarm optimization (TSO). The main inspiration for TSO is based on the …

Jul 1, 2023 · Four strategies are set for each individual in the algorithm: spiral foraging, parabolic foraging, optimization adjustment and ESOS strategy. Finally, the cubic B-spline curve is used …

Tuna Swarm Optimization (TSO) algorithm uses tunas to symbolize potential solutions, modeling their feeding behavior in a mathematical manner. By iteratively evaluating and refining …

Jun 4, 2024 · Xie et al. [25] used the tuna swarm optimization algorithm, drawing attention from scholars due to its simplicity, fewer adjustable parameters, and ease of operation. Their …

This paper proposes a multi-strategy improved tuna swarm optimization (MITSO) algorithm for the cloud task scheduling, which takes both makespan and load balancing into account of …