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genetic programming

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Organization Design Optimization Using Genetic Programming
This paper describes how Genetic Programming GP techniques are used to help project managers find near optimal designs for their project organizations. GP is used as a postprocessor optimizer for the project organization design simulator Virtual Design Team VDT. Decision making policy and individual/sub-team properties, activity assignments and percentage allocation...
Tags: Organization Design, Optimization, Stanford University, Programming, Genetic Programming, Organizational Structure, Human Resources
White papers 2004-05-21

Additional Resources

Ranking Function Optimization for Effective Web Search by Genetic Programming: An Empirical Study
This white paper document reports the experience of applying Genetic Programming GP to the ranking function discovery problem leveraging the structural information of HTML documents. The paper also reveals that the empirical experiments using the web track data from recent TREC conferences shows that it is possible to discover better...
Tags: Web, Optimization, Internet Search, IEEE, Programming, Channel Management, Marketing
White papers 2003-12-08
Simulation Based Optimization for Supply Chain Configuration Design
The design of a supply chain network as an integrated system with several tiers of suppliers is a difficult task. It consists of making strategic decisions on the facility location, stocking location, production policy, production capacity, distribution and transportation modes. In this paper, a hybrid optimization approach has been developed...
Tags: Supply Chain, Optimization, University Of Massachusetts, Transportation, Supply Chain Management (SCM), Engineering, Enterprise Software, Software
White papers 2003-10-31
Search-Based Techniques Applied To Optimization Of Project Planning For A Massive Maintenance Project
This paper evaluates the use of three different search - based techniques, namely genetic algorithms, hill climbing and simulated annealing, and two problem representations, for planning resource allocation in large massive maintenance projects. In particular, the search - based approach aims to find an optimal or near optimal order in...
Tags: Technique, Search, Optimization, Productivity, Y2K
White papers
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