A novel approach using a Genetic Algorithm (GA) is presented for extracting globally satisficing (Pareto optimal) solutions from a morphological chart, where the evaluation and combination of 'means to subfunctions' is modelled as a combinatorial multi-objective optimisation problem. A fast and robust GA is developed to solve the resulting optimisation problem. Customised crossover and mutation operators that are specifically tailored to solve this combinatorial optimisation problem are discussed. Proof-of-concept simulation results on industrial design problems, viz. The described genetic algorithm incorporates features to prevent the redundant evaluation of identical solutions and a method for handling the compatibility matrix (feasible/infeasible combinations) and addressing desirable/undesirable combinations. The proposed approach is limited by its reliance on the user-specified metrics for evaluating the objectives and existence of a mathematical representation of the combined solutions. A method motivated from robust optimisation techniques is presented to reduce the effect of these limitations by addressing the sensitivity to variation in the input parameters. The optimisation architecture is designed to be a scalable and flexible procedure which can be easily modified to accommodate a wide variety of design methods that are based on the morphological chart.
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The 2012 Volkswagen Touareg has 59.8 in. What is the rear shoulder room of the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg has 56.7 in. What is the front leg room in the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg has 41.4 in. What is the front head room in the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg has 39.6 in. What is the front track of the 2012 VW Touareg? The front track of the 2012 Volkswagen Touareg is 5 ft. 4.9 in. (64.9 in.). Is the 2012 Volkswagen Touareg front wheel drive rear wheel drive or four wheel drive? The 2012 Volkswagen Touareg has all wheel drive. What is the front shoulder room in the 2012 Volkswagen Tiguan? The 2012 Volkswagen Tiguan has 56.2 in. What is the front shoulder room in the 2012 Volkswagen Golf? The 2012 Volkswagen Golf has 54.7 in. What is the front shoulder room in the 2012 Volkswagen Beetle?
The 2012 Volkswagen Beetle has 55.3 in. What is the front shoulder room in the 2012 Volkswagen Eos? The 2012 Volkswagen Eos has 54.7 in. What is the front shoulder room in the 2012 Volkswagen Jetta? The 2012 Volkswagen Jetta has 55.2 in. What is the front shoulder room in the 2012 Volkswagen Passat? The 2012 Volkswagen Passat has 56.9 in. What is the front shoulder room in the 2012 Volkswagen CC? The 2012 Volkswagen CC has 56.0 in. What is the front shoulder room in the 2012 Volkswagen GTI? The 2012 Volkswagen GTI has 54.7 in. What is the front shoulder room in the 2012 Volkswagen Golf-R? The 2012 Volkswagen Golf-R has 54.5 in. What is the front shoulder room in the 2012 Volkswagen Jetta-Sportwagen? The 2012 Volkswagen Jetta-Sportwagen has 54.8 in. What is the angle of departure of the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg has a 26.0 degrees angle of departure.
What is the maximum payload of the 2012 Volkswagen Touareg? The maximum payload of the 2012 Volkswagen Touareg is 1462 lbs.. What is the curb weight of the 2012 Volkswagen Touareg? The curb weight of the 2012 Volkswagen Touareg is 4711 lbs.. What is the angle of approach of the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg has a 26.0 degrees angle of approach. How long is the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg is 15 ft. 8.8 in. (188.8 in.) long. What is the cam type of the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg has double overhead cam (DOHC). What is the rear head room of the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg has 38.9 in. What is the rear leg room of the 2012 Volkswagen Touareg? The 2012 Volkswagen Touareg has 36.7 in. What is the gross vehicle weight of the 2012 Volkswagen Touareg? The gross weight of the 2012 Volkswagen Touareg is 6173 lbs..
