note

粒子群最適化の詳細解説 （Particle Swarm Optimization, PSO）

* 概要：鳥や魚の群れの行動から着想を得た最適化アルゴリズム * クリエイター向け生成AIへの応用：パラメータ調整、プロンプト最適化 * 基本構成要素 * 粒子（Particle）：位置と速度を持つ候補解 * 適応度関数（Fitness Function）：解の良さを評価 * 個人ベスト ...
IEEE

Review on Particle Swarm Optimization: Application Toward Autonomous Dynamical Systems

Abstract: Complex autonomous dynamical systems require sophisticated optimization methods that encompass environment awareness, path planning, and decision-making. swarm intelligence algorithms, ...
Frontiers

Enhancing Particle Swarm Optimization Based on Optical Computing Mechanism: Application to ...

The final, formatted version of the article will be published soon. This paper presents a modified version of Particle Swarm Optimization (PSO) using all-optical computational update mechanism. The ...
IEEE

Quantum-Behaved Particle Swarm Optimization Algorithm Based on the Two-Body Problem

Abstract: The present study proposes an improved Quantum-behaved particle swarm optimization algorithm based on the two-body problem model (QTPSO) for solving the problem that other quantum-behaved ...