Details

Autor(en) / Beteiligte

• Ma, Yun Jie
• Ren, Zi Hui
• Zhu, Ping

Titel

A Layer Hybrid Intelligent Algorithm for Solving Resources Scheduling Problem

Ist Teil von

• Applied Mechanics and Materials, 2014-09, Vol.644-650, p.1506-1509

Ort / Verlag

Zurich: Trans Tech Publications Ltd

Erscheinungsjahr

2014

Quelle

Alma/SFX Local Collection

Beschreibungen/Notizen

• A New hybrid intelligent algorithm is used to solve the resources scheduling problem. This new algorithm contains Adaptive Particle Swarm Optimization (APSO) algorithm and Modified Genetic Algorithm (MGA) and Machine Learning (ML) algorithm, MGA is used to realize global searching, APSO is used to get the local searching. The choose processing depend on the definite of information in ant algorithm. Machine learning principle was proposed, after some iteration, the part of the optimal solution was deserved. Then we search the optimal solution in each layer. Simulational results based on the well-known benchmark suites in the literature showed that the algorithm had better optimization performance.