Dissertation > Excellent graduate degree dissertation topics show

Research for Multi-Attribute Decision-Making Algorithm Based on Evidence Theory and Cloud Model

Author: LiZeYu
Tutor: ZhaoZuo
School: Liaoning University of Science and Technology
Course: Computer technology
Keywords: evidence theory cloud model multiple attribution evaluation method artificial intelligence
CLC: C934
Type: Master's thesis
Year: 2012
Downloads: 50
Quote: 0
Read: Download Dissertation


On the basis of researching evidence theory and cloud model, we apply them with reinforcement learning in decision-making algorithm, and build a real, complete, universal decision-making system. By analyzing reinforcement learning method applied on artificial intelligence robot game system, we also supply assistance for decision-maker to make decision.We can solve the coexistence of fuzziness and randomness by using multiple attribution evaluation method based on cloud model theory and evidence theory. Compared with traditional multiple attribute decision making, the proposed method can not only make multi-attribution decision for some object to be evaluated, but also sort and select the best one from the options. Thus on the basis of evaluation for decision making, we provide a new method for research about decision-making.We design and implement a multi-attribution decision-making system based on the method as mentioned above. First, we make the probably attack combinations mode of both enemies and us as a strategy set, and determine the pay-off-function by quantitative results for confrontation situation analysis about both enemies and us. Second, we establish the complete information static game model. By solving the equilibrium mixed strategy game model of Nash pick, and combining with combat experience. Finally, we form a mission decision-making method.In addition, in order to improve the accuracy of evaluation results, this article combines computer simulation for robot combat characteristics, which is applied to the multiple attribute decision making to solve a lot of experts evaluation collection problem.

Related Dissertations

  1. Research on Joint Target Detection for Dual-Sensor Image and System Implementation,TP391.41
  2. The Research on Texture Synthesis Technology from Cloud Theory & Been Evolution Genetic Algorithm,TP391.41
  3. Philosophy of artificial intelligence,TP18
  4. Based on cloud model software trustworthiness evaluation model,TP311.53
  5. HMM-based Connection between the Social Network Analysis,F49
  6. The Research of Trust Model and Related Technologies in P2P Networks,TP393.08
  7. Evidence-based cell model theory and semantic multi-tag music emotion recognition,TP391.41
  8. Water quality time series data processing and Early Warning System Construction Research Database,TP274
  9. Based on information fusion safety assessment of genetically modified foods,TS201.6
  10. The Assessment of Intrinsically Safe Parameters Based on Artificial Intelligence,X913.4
  11. Point cloud based on mass rapid reconstruction of three-dimensional model,TP391.41
  12. Online Banking Service Quality Evaluation Model,F830.4;F224
  13. Optimization algorithm based on artificial intelligence Melt Index Prediction Modeling Optimization,TQ325.14
  14. Robotics Development Research contradictions,TP242
  15. Dynamic scheduling for steelmaking disturbance recognition and classification method,F426.31
  16. MIDI-based instrument control systems and automatic identification method notes,TN912.34
  17. Medical Device Development Assessment Method,F426.4;F224
  18. Design and Implementation of Cloud Model Obstacle Avoidance Control System for Wheeled Robot,TP242
  19. The Research of Web-based Community Medical Intelligent Service System,TP311.52
  20. Study on the Judging and Predicting System of Water-Inrush from Working Face Floor and Water Hazard Prevention and Control Apllication,TD745

CLC: > Social Sciences > Management > Decision Sciences
© 2012 www.DissertationTopic.Net  Mobile