Title :
Fuzzy dynamic programming: theory and applications to decision and control
Author :
Esogbue, Augustine O.
Author_Institution :
Sch. of Ind. & Syst. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
We provide a guided tour of the essential elements of fuzzy dynamic programming. We present both the aspects that are now classic in any discussion of the topic as well as its modern variants including our recently introduced fuzzy criterion dynamic programming. We include the computational aspects a well as various key real world applications. We conclude with a paint brush of the research topics that have potential for significant contributions to the field
Keywords :
decision theory; dynamic programming; fuzzy control; fuzzy set theory; optimal control; uncertainty handling; control applications; decision theory; fuzzy criterion dynamic programming; fuzzy dynamic programming; Aggregates; Cities and towns; Computer science; Data analysis; Decision making; Dynamic programming; Fuzzy control; Intelligent systems; Investments; Systems engineering and theory;
Conference_Titel :
Fuzzy Information Processing Society, 1999. NAFIPS. 18th International Conference of the North American
Conference_Location :
New York, NY
Print_ISBN :
0-7803-5211-4
DOI :
10.1109/NAFIPS.1999.781644
