Dissertation > Excellent graduate degree dissertation topics show

A Research of Project Duration and Project Resources Allocation Optimization by Genetic Algorithm and Artificial Neural Networks

Author: SunLei
Tutor: JiangJingZuo
School: East China University of Science and Technology
Course: Management Science and Engineering
Keywords: project duration project resources GA ANNs
CLC: F284
Type: Master's thesis
Year: 2012
Downloads: 154
Quote: 0
Read: Download Dissertation

Abstract


The researches of the relationships between project duration, project cost and quality are always key issues in the field of project management. Consequently, researches about project duration and project resources allocation optimization become hotspots. Currently, project managers usually allocate project resources according to the requirement of the project duration when making a project schedule. This method can’t contribute to the optimization of the project cost.To achieve the project resources allocation reasonable, this paper will optimize the resources allocation plans by typical algorithm-artificial neural networks. Firstly, this paper will resolve the project duration optimization problem by genetic algorithm because project optimization duration is one of requirements of project resources allocation optimization. Secondly, the project resources allocation optimization model will estimate the project cost of each project plan. The ideal project resources allocation plan is that the project duration approaches to the expectation and the project cost is lower than the others. Finally, a genetic engineering example as an empirical analysisdemonstrates the validity of the methods.

Related Dissertations

  1. Research on Physical Properties and Data Processing in the Process of Removing Acid of LNG,TE644
  2. Change the Z Project Cost Control Research,F285
  3. Research on TCQ Integrated Management of Military Construction in Beijing Region,TU71
  4. Based on Neural Network Link Travel Time Prediction,O242.1
  5. Research on System Management of Virtual Inventory and Collaborative Logistics,F253.4
  6. Phase Transformation and Optical Reflective Properties of Ni-Mn-Ga-Gd Alloy Thin Films,O484.4
  7. The Effect of High Voltage Electric Field on Germination of Iva Xanthifolia,S451
  8. Wireless Monitoring Security Systems Based on the ZigBee Protocol,TP277
  9. Ga Lake Holocene sea -resolution paleoclimate records,P532
  10. Study on Multi-wave Pre-stack AVA Nonlinear Inversion,P631.4
  11. Logistics Distribution Center Allocation Model and Method,F252
  12. The Study on the Logistc-Probit Listed Company’s Financial Crisis Pre-Warning Combining Modelbased on Ga,F275
  13. The Empirical Study on High-tech R&D Alliance Partner Selection Based on Genetic Algorithm,F276.44;F273.7
  14. Study on Modeling and Scheduling Optimization of FMS for Systemic Workflow,TH165
  15. A Hybrid Genetic Algorithms for Solving the Resource-Constrained Project Scheduling Problem,TP18
  16. Intelligent Control in deep cone efficient settler Research and Application,TP273.5
  17. Uncertain Linear Systems Set membership identification algorithm,TP11
  18. Research on Modeling and Application of Equipment System Based on RBF Neural Networks,E911
  19. Application of QSAR/QSPR Methods in Predictions of Physicochemical Properties of Huge Organic Compounds Data Sets,O621.2
  20. Interactions between IAA and GA3 in Regulation of Etiolated Stem Segment Elongation in Pisum Sativum L.,Q945
  21. Section containing precious metals Pt and Ag thermodynamic calculation system phase diagram,TG146.3

CLC: > Economic > Economic planning and management > Infrastructure the economy > Organization and management of infrastructure
© 2012 www.DissertationTopic.Net  Mobile