The Importance of Information System for Optimization with Genetic Algorithms
نویسندگان
چکیده
Modern and competitive company collects information about company functioning and market demands in integrated information system (IS). At the decision making stage, management more and more use optimization and/or simulation methods, where the role of data from IS is very important. Reliable input data are needed for optimization and simulation, because they provide appropriate base for development and running optimization and/or simulation model. IS should also provide transfer of optimized data back from the optimization/simulation model to the IS. The purpose of integral IS and use of simulation and genetic algorithms optimization method is therefore for easier, quicker and better decision making. Modern approach to connecting corporate IS and method of optimization and simulation, necessary interfaces for data transfer between optimization simulation system and IS and time complexity of data optimization and simulation for management decision making will be described. Key-words: Optimization, Genetic Algorithms, Simulation, Information System, Production Planning
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