By M J Hague, A Taleb-Bendiab, M J Brandish (auth.), John E. E. Sharpe (eds.)
It is famous that a few eighty five% of the assets essential to layout and convey to industry a product are dedicated through judgements taken within the first 10% of the layout task. This including the desire to decrease additional the time-to-market of top quality leading edge items has elevated the necessity for laptop help on the conceptual layout level of the engineering layout method life style. This lawsuits firmly specializes in the continued examine into new makes use of of man-made Intelligence (AI) in the course of the conceptual layout strategy. It indicates how novel functions of AI might be built-in with elements of stable modelling, simulation optimisation and a number of criterion determination- making. a selected emphasis is put on using AI tools within the total layout of goods from significant Civil Engineering constructions to shopper Electronics.
Read or Download AI System Support for Conceptual Design: Proceedings of the 1995 Lancaster International Workshop on Engineering Design, 27–29 March 1995 PDF
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Additional resources for AI System Support for Conceptual Design: Proceedings of the 1995 Lancaster International Workshop on Engineering Design, 27–29 March 1995
4 PROPOSED APPROACH The proposed approach is composed of: 1. A combinatorial generation of alternatives for creating the design space 2. Use of constraints to define the different criteria for evaluating the solutions. 3. Use of the GA for exploring the space of solutions, find the regions of promising solutions 4. Redefine the constraints, according with the requirements of the different domains, tightening requirements or adopting different strategies for the search 5. Iterate steps b, c and d until a set of possible solution are defined by the convergence of the GA.
While the designer is making decisions, he explores different regions of the design space, looking for configurations that offer the best compromise within the sets of requirements or constraints defined. This activity is not always done in a systematic way, sometimes execution of the decision making is chaotic . It is difficult to define the boundaries between the conceptual and the embodiment stages. Sometimes since the definition of the Basic Operation Principles (BOP), the process of decision for embodiment starts.
The system can handle assemblies up to 10 parts. The system generates a population composed for individuals proposed by the designer, and other randomly generated. 6. The population is feed into the GA , in this special case a primer evaluation of the population is performed. The strings which violate the constraints of maximum size are eliminated. New individuals are generated randomly to fill their place. 7. The fitness function is developed assigning a proportional probability to the efficiency and reduction of cost of the assembly.