Neural network and genetic algorithm based global path planning in a static environment
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Alexopoulos, C., Griffin, P.M., 1992. Path planning for a mobile robot.IEEE Transactions on Systems, Man and Cybernetics,22(2):318–322.
Borenstein, J., Koren, Y., 1989. Real-time obstacle avoidance for manipulators and mobile robots.IEEE Transactions on Systems, Man and Cybernetics,5(19):1179–1187.
Chen, L., Liu, D.Y., 1997. An efficient algorithm for finding a collision-free path among poly obstacles.Journal of Robotics Systems,7(1):129–137.
Chen, H.H., Du, X., Gu, W.K., 2004. Path planning Method Based on Neural Network and Genetic Algorithm. International Conference on Intelligent Mechatronics and Automation. Sichuan, China, p. 667–671.
Dozier, G., McCullough, S., Homaifar, A., Tunstel, E., Moore, L., 1998. Multiobjective Evolutionary Path Planning via Fuzzy Tournament Selection. The 1998 IEEE International Conference on Evolutionary Computation Proceedings. Alaska, p. 684–689.
Del, H.A.R., Medrano, M.N., Martin, D.B.B., 2002. A Simple Approach to Robot Navigation Based on Cooperative Neural Networks. IEEE 28th Annual Conference of the Industrial Electronics Society. Spain, p. 242–2426.
Goldberg, D.E., 1989. Genetic Algorithm in Search, Optimization and Machine Learning. Addison-Wesley Publishing Company, Inc., p. 23–25.
Khoogar, A.R., Parker, J.K., 1991. Obstacle Avoidance of Redundant Manipulators Using Genetic Algorithms. Proceedings IEEE International Conference on Robotics and Automation. Sacramento, p. 317–320.
Noboru, N., Hideo, T., 1997. Path Planning of agricultural mobile robot by neural network and genetic algorithm.Computers and Electronics in Agriculture,18:187–204.
Ram, A., Arkin, R., Boone, G., 1994. Using genetic algorithms to learn reactive control parameters for autonomous robotic navigation.Adaptive Behavior,2(3):100–107.
Ramakrishnan, R., Zein-Sabatto, S., 2001. Multiple Path Planning for A Group of Mobile Robots in A 3D Environment Using Genetic Algorithms. Proceedings of IEEE Southeast Con. South Carolina, p. 359–363.
Ramakrishnan, R., Zein-Sabatto, S., 2002. Multiple Path Planning for A Group of Mobile Robots in A 2D Environment Using Genetic Algorithms. Proceedings IEEE Southeast Con. Columbia, p. 65–71.
Sadati, N., Taheri, J., 2002. Genetic Algorithm in Robot Path Planning Problem in Crisp and Fuzzified Environments. IEEE International Conference on Industrial Technology. Bangkok, Thailand, p. 175–180.
Wang, C., Soh, Y.C., Wang, H., 2002. A hierarchical Genetic Algorithm for Path Planning in A Static Environment with Obstacles. IEEE Canadian Conference on Electrical and Computer Engineering, Canada, p. 1652–1657.
Woonggie, H., Seungmin, B., Taeyong, K., 1997. Genetic Algorithm Based Path Planning and Dynamic Obstacle Avoidance of Mobile Robots. IEEE International Conference on Computational Cybernetics and Simulation. Orlando, p. 2747–2751.
Wu, K.H., Chen, C.H., Lee, J.D., 1996. Genetic-based Adaptive Fuzzy Controller for Robot Path Planning. Proceedings of the Fifth IEEE International Conference on Fuzzy Systems. New Orleans, p. 1687–1692.
Zarate, L.E., Becker, M., Garrido, B.D.M., Rocha, H.S.C., 2002. An Artificial Neural Network Structure Able to Obstacle Avoidance Behavior Used in Mobile Robots. IEEE 28th Annual Conference of the Industrial Electronics Society. Spain, p. 2457–2461
Zhu, Y., Chang, J., Wang, S., 2002. A New Path-planning Algorithm for Mobile Robot Based on Neural Network. IEEE Region Tenth Conference on Computers, Communications, Control and Power Engineering. Beijing, p. 1570–1573.