Investigation of different seeding strategies in a genetic planner

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2037, Issue , 2001, Pages 505-514

  Westerberg, C Henrik ^a   Levine, John ^a  

^a UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS;

ALTERNATIVE SOLUTIONS; GENETIC PROGRAMMING ALGORITHMS; INITIAL POPULATION; RANDOM SELECTION; SEEDING STRATEGIES; TRADITIONAL PLANNING;

GENETIC PROGRAMMING;

EID: 84958035901     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45365-2_52     Document Type: Conference Paper

References (15)

1. Westerberg, C.H.: An investigation into the use of using Genetic Programming to solve Classical Planning Problems. 4th Year CS/AI Project, Division of Informatics, University of Edinburgh, 2000
2. Westerberg, C.H., Levine, J.: "GenPlan": Combining Genetic Programming and Planning. Proceedings for the UK Planning and Scheduling Special Interest Group 2000, Milton Keynes, UK, 2000
3. Spector, L.: Genetic Programming and AI Planning Systems. Proceedings of Twelfth National Conference on Artificial Intelligence, Seattle Washington USA AAAI Press/MIT Press, 1994
4. Muslea, I.: SINERGY: A Linear Planner Based on Genetic Programming. Proceedings of the 4th European Conference on Planning, 1997
5. Handley, S.G.: The automatic generations of plans for a mobile robot via genetic programming with automatically defined functions. In Advances in Genetic Programming, MIT Press, pages 391-407, 1994
6. Aler, R., Borrajo, D., Isasi, P.: GP Fitness Functions to Evolve Heuristics for Planning. Proceeding of the GECCO 2000 Conference, EvoPlan Workshop (2000)
7. Aler, R., Borrajo, D., Isasi, P.: Genetic Programming and deductive-inductive learning: A multistrategy approach. Proceedings of the Fifteenth International Conference on Machine Learning, ICML’98, Madison Wisconsin, (1998) 10-18
8. Koza, J.R.: Genetic Programming. The MIT Press, Cambridge MA (1992)
9. Langdon, W.B., Nordin, J.P.: Seeding Genetic Programming Populations. Proceedings of the Third European Conference on Genetic Programming, EURO GP 2000, Edinburgh (2000)
10. Fikes, R.E., Nilsson, N.: STRIPS: A New Approach to the Application of Theorem Proving to Problem Solving. Artificial Intelligence 2 (1971) 189-208
11. Bylander, T.: The computational complexity of propositional STRIPS planning. Artificial Intelligence, 69(1-2):165-204, (1994)
12. Banzhaf, W., Nordin, P., Keller, R.E., Francone, F.D.: Genetic Programming An Introduction. Morgan Kaufmann Publishers, San Francisco CA (1998)
13. Blackbox: http://www.cs.washington.edu/homes/kautz/blackbox/index.html
14. Tate, A., Hendler, J., Drummond, M.: A Review of AI Planning Techniques. Readings in Planning. Morgan Kaufmann Publishers, San Mateo CA (1990)
15. Weld, S.: An Introduction to least commitment planning. AI Magazine 15(4), (1994)