Mohlo by sa vám tiež páčiť

Viac informácií o knihe Centripetal Accelerated Particle Swarm Optimization And Applications

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 254 bodov

Anotácia knihy

Nowadays, meta-heuristic optimization algorithms have been extensively applied to a variety of Machine Learning (ML). The majority of them imitate the behavior of natural phenomena to find the best solution. The algorithms find promising regions in an affordable time because of exploration and exploitation ability. Although the mentioned algorithms have satisfactory results in various fields, none of them is able to present a higher performance for all applications. Therefore, searching for a new meta-heuristic algorithm is an open problem. In this study, an improved particle swarm optimization (PSO) scheme combined with Newton s laws of motion, the centripetal accelerated particle swarm optimization (CAPSO), is introduced. CAPSO accelerates the learning and convergence of ML problems. In addition, the binary mode of the proposed algorithm, binary centripetal accelerated particle swarm optimization (BCAPSO), is introduced for binary search spaces.

Parametre knihy

Zaradenie knihy Knihy po anglicky Law Jurisprudence & general issues

• Celý názov: Centripetal Accelerated Particle Swarm Optimization And Applications
• Autor: Zahra Beheshti, Siti Mariyam Shamsuddin
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 196
• EAN: 9783639707076
• ISBN: 3639707079
• ID: 07170902
• Nakladateľ: Scholars' Press
• Hmotnosť: 295 g
• Rozmery: 229 × 152 × 11 mm
• Dátum vydania: 09. April 2014

Obľúbené z iného súdka

---

---

---