Soft Computing Models in Industrial and Environmental by Amy Neustein (auth.), Emilio Corchado, Václav Snášel, Javier

By Amy Neustein (auth.), Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Ślȩzak (eds.)

This quantity of Advances in clever and gentle Computing comprises approved papers awarded at SOCO 2011 held within the appealing and old urban of Salamanca, Spain, April 2011. This quantity offers the papers permitted for the 2011 version, either for the most occasion and the particular classes. SOCO 2011 exact classes are a really useful gizmo for you to supplement the average application with new or rising subject matters of specific curiosity to the engaging group. 4 particular periods have been prepared with regards to appropriate subject matters as: Optimization and keep watch over in undefined, Speech Processing and tender Computing, platforms, guy & Cybernetics and delicate Computing for scientific Applications.

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1 Pheromone Accumulation In the pheromone accumulation stage, the artificial ants move in N-dimensional data space looking for the high data-density regions. The algorithm starts with an initialization step which is followed by the iterative construction of new solutions and pheromone update. It involves the following steps: 1. Initialization: All nodes are initialised with an equal small amount of pheromone, τ0 . The population of M ants is created and placed on randomly chosen nodes. 2. Node transition rule: Ant chooses the next node to move to by applying the roulette rule.

687–697 (2008) 5. : Particle swarm optimization with mutation. In: The 2003 Congress on Evolutionary Computation, CEC 2003, vol. 2, pp. 1425–1430 (2003) 6. : Adaptive Computational Chemotaxis in Bacterial Foraging Optimization: An Analysis. IEEE Transactions on Evolutionary Computation 13(4), 919–941 (2009) Automatic Detection of White Grapes in Natural Environment Using Image Processing Manuel Cabral Reis, Raul Morais, Carlos Pereira, Salviano Soares, A. Valente, J. G. B. Cruz Abstract. The rate of adoption of Precision Agriculture and Precision Viticulture production systems in the Douro Demarcated Region remains low.

SOCO 2011, AISC 87, pp. 19–26, 2011. C. Reis et al. variable management practices within a field according to site conditions. Despite the benefits, such diversity restrains the rate of adoption of these technological tools, which varies considerably from country to country, and from region to region [16]. PA and PV systems contribute to increase worker’s productivity, augment product’s throughput and improve selection reliability and uniformity, besides the environmental benefits, such as those related to better water and nutrients management.

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