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Kernel Validation Using CEC2009 Benchmarks

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Book cover AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing

Part of the book series: SpringerBriefs in Applied Sciences and Technology ((BRIEFSINTELL))

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Abstract

In this chapter the implemented optimization kernels are applied to mathematical problems to evaluate their performance and empirically tune the algorithms’ parameters with known functions. In addition, some examples of hybrid combinations are presented. These are not exhaustive tests, and should be considered a starting point for the future research on the combinations of optimization strategies applied to analog circuit.

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Reference

  1. Zhang, Q., Zhou, A., Zhao, S., Suganthan, P.N., Liu, W., Tiwari, S.: Multiobjective optimization Test Instances for the CEC 2009 Special Session and Competition (2009)

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Authors and Affiliations

  1. Instituto de Telecomunicações, Instituto de Telecomunicações/Instituto, Lisbon, Portugal

    Ricardo Lourenço

  2. Instituto Técnico Superior, Lisbon, Portugal

    Nuno Lourenço

  3. Instituto de Telecomunicacoes ICG-LX, Lisbon, Portugal

    Nuno Horta

Authors
  1. Ricardo Lourenço
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  2. Nuno Lourenço
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  3. Nuno Horta
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Correspondence to Ricardo Lourenço .

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Lourenço, R., Lourenço, N., Horta, N. (2015). Kernel Validation Using CEC2009 Benchmarks. In: AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing. SpringerBriefs in Applied Sciences and Technology(). Springer, Cham. https://doi.org/10.1007/978-3-319-15955-3_5

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  • DOI: https://doi.org/10.1007/978-3-319-15955-3_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-15954-6

  • Online ISBN: 978-3-319-15955-3

  • eBook Packages: EngineeringEngineering (R0)

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