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Academic Lectures: Intelligent Optimization Algorithms/PSO
2013-11-8
Time: Nov.12th-Nov.15th, 2013
Location: Room 517A, Taishan Research Building
Curriculum:
9:00-12:00AM, Nov.12th, 2013
6:00-9:00PM, Nov.12th, 2013
9:00-12:00AM, Nov.13th, 2013
6:00-9:00PM, Nov.13th, 2013
9:00-12:00AM, Nov.14th, 2013  
6:00-9:00PM, Nov.14th, 2013
9:00-12:00AM, Nov.15th, 2013       
Contents: 

1.Introduction to Evolutionary Algorithm

2.Basic PSO Algorithm and variants

3.Performance measures

4.Strengths and weaknesses of PSO

5.Application1:Job shop scheduling problems

6.Application1:Vehicle routing problems

7.Software Library(ET-LIB)

8.Swarm dynamic

9.Adaptive Concept

10.Multiobjective POS via Movement Strategies

11.Basic Differential Evolution Algorithm

12.Comparison of GA,PSO,and DE

13.Application 3:Multidepot VRP with pickup and delivery and multiple requests

14.Application 4:Multimode,resource constrained project scheduling problems

15.summary         

                

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