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Optimization of heat exchanger networks by means of evolution strategies

  • Applications of Evolutionary Computation Evolutionary Computation in Mechanical, Chemical, Biological, and Optical Engineering
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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1141))

Abstract

This paper describes the adaptation of Evolution Strategies (ESs) for simulation based heat exchanger network synthesis. Due to space limitations the presentation is restricted to a brief overview of the application domain, the problems and pitfalls we encountered during the project and hints to solutions. Some of these problems are of general relevance for the application of Evolutionary Algorithms in cases where the objective function is based on a simulation model and are therefore discussed in more detail. The emphasis lies on the design of a suitable genetic representation.

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Hans-Michael Voigt Werner Ebeling Ingo Rechenberg Hans-Paul Schwefel

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© 1996 Springer-Verlag Berlin Heidelberg

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Groß, B., Hammel, U., Maldaner, P., Meyer, A., Roosen, P., Schütz, M. (1996). Optimization of heat exchanger networks by means of evolution strategies. In: Voigt, HM., Ebeling, W., Rechenberg, I., Schwefel, HP. (eds) Parallel Problem Solving from Nature — PPSN IV. PPSN 1996. Lecture Notes in Computer Science, vol 1141. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-61723-X_1063

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  • DOI: https://doi.org/10.1007/3-540-61723-X_1063

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-61723-5

  • Online ISBN: 978-3-540-70668-7

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