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논문검색

Reliability Redundancy Optimization Algorithm based on Eagle Strategy and PSO

초록

영어

A new algorithm combined Eagle Strategy with PSO is proposed. The new algorithm performs by two phases: First Eagle Strategy is used to do global search; Second PSO algorithm is used to do fast local search around a promising solution. The balance of global search and local search is considered simultaneously. It is not only help to jump out of local optimum but also accelerate local convergence. Experimental results on three benchmark problems illustrate that the presented approach is effective, efficient and accurate for solving reliability redundancy optimization problems.

목차

Abstract
 1. Introduction
 2. Eagle Strategy and PSO
  2.1. Eagle Strategy
  2.2. The Particle Swarm Optimization (PSO)
 3. The Algorithm based on Eagle Strategy and PSO
 4. Simulations and Comparisons
  4.1. P1: Series System
  4.2. P2: Series-parallel System
  4.3. P3: Complex (Bridge) System
 5. Conclusions
 Acknowledgments
 References

저자정보

  • Yubao Liu College of Computer Science and Technology, Jilin University, Changchun, China, College of Computer Science and Technology, Changchun University, Changchun, China
  • Guihe Qin College of Computer Science and Technology, Jilin University, Changchun, China, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China

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