Bio-inspired Algorithms for the Vehicle Routing Problem by Jean-Yves Potvin (auth.), Francisco Babtista Pereira, Jorge PDF

February 27, 2018 | Algorithms | By admin | 0 Comments

By Jean-Yves Potvin (auth.), Francisco Babtista Pereira, Jorge Tavares (eds.)

ISBN-10: 3540851518

ISBN-13: 9783540851516

ISBN-10: 3540851526

ISBN-13: 9783540851523

The automobile routing challenge (VRP) is likely one of the most renowned combinatorial optimization difficulties. basically, the objective is to figure out a suite of routes with total minimal price which can fulfill a number of geographical scattered calls for. organic encouraged computation is a box dedicated to the advance of computational instruments modeled after rules that exist in usual structures. The adoption of such layout rules allows the creation of challenge fixing thoughts with better robustness and suppleness, capable of take on advanced optimization situations.

The aim of the quantity is to offer a set of state of the art contributions describing fresh advancements about the software of bio-inspired algorithms to the VRP. Over the nine chapters, diverse algorithmic ways are thought of and a various set of challenge variations are addressed. a few contributions specialize in common benchmarks broadly followed by means of the learn neighborhood, whereas others handle real-world situations.

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IEEE Computer Society Press, Los Alamitos (1991) 83. : Genetic clustering: An adaptive heuristic for the multidepot vehicle routing problem. -Y. Potvin 84. : Heuristic approaches to vehicle routing with backhauls and time windows. Computers & Operations Research 23, 1043– 1057 (1996) 85. , Vigo, D. ): The vehicle routing problem. SIAM, Philadelphia (2001) 86. : Solving vehicle routing problems using elastic net. In: Proceedings of the IEEE International Conference on Neural Networks, Piscataway, NJ, pp.

The vehicle routing problem: An overview of exact and approximate algorithms. European Journal of Operational Research 59, 345–358 (1992) 44. : Vehicle routing. , Martello, S. ) Annotated bibliographies in combinatorial optimization, pp. 223–240. Wiley, Chichester (1997) 45. B. ): The traveling salesman problem. Wiley, Chichester (1985) 46. : A cooperative parallel meta-heuristic for the vehicle routing problem with time windows. Computers & Operations Research 32, 1685–1708 (2005) 47. : A guided cooperative search for the vehicle routing problem with time windows.

Scheduling of vehicles from a central depot to a number of delivery points. Operations Research 12, 568–581 (1964) 12. : A unified tabu search heuristic for vehicle routing problems with time windows. Journal of the Operational Research Society 52, 928–936 (2001) 13. Dasgupta, D. ): Artificial immune systems and their applications. Springer, Berlin (1999) 14. : Fundamentals of natural computing: Basic concepts, algorithms, and applications. CRC Press, Boca Raton (2006) 15. : Artificial immune systems: A new computational intelligence approach.

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Bio-inspired Algorithms for the Vehicle Routing Problem by Jean-Yves Potvin (auth.), Francisco Babtista Pereira, Jorge Tavares (eds.)


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