By Nadia Shalaby, Yitzchak Gottlieb, Mike Wawrzoniak, Larry Peterson (auth.), James Sterbenz, Osamu Takada, Christian Tschudin, Bernhard Plattner (eds.)
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Extra info for Active Networks: IFIP-TC6 4th International Working Conference, IWAN 2002 Zurich, Switzerland, December 4–6, 2002 Proceedings
This method is called greedy selection mechanism. Precision Motion Control Method Based on Artificial Bee Colony Algorithm 33 After the search process is completed by all employed bees, an onlooker bee evaluates the nectar information taken from all employed bees and then it chooses a food source by using roulette wheel. It is expressed as: pi = fiti SN fit (4) i i =1 After the search process is completed by all onlooker bees, if a solution cannot be improved by employed or onlooker bees after certain iterations called limit, then the solution is abandoned and the bee becomes a scout.
In the current work, to build the low quality surrogate models we employed polynomial regression (PR) technique which is one of the best methods to solve problems with fewer dimensions, uni or low-modality, and where data are inexpensive to procure . In PR, polynomials are used as an approximation function for its austere simplicity. We employ an ensemble comprising of cubic and quadratic polynomial models to accelerate convergence of Harmony search (HS). The efficiency of the proposed algorithm is tested on a set of 10 bound-constrained problems.
45(1), 50–79 (2009) 13. : A comparison of approximation modeling techniques: polynomial versus interpolating models. AIAA paper, 98–4758 (1998) 14. : New approaches to conceptual and preliminary aircraft design: A comparative assessment of a neural network formulation and a response surface methodology (1998) 15. : Comparative studies of metamodelling techniques under multiple modelling criteria. Struct. Multidiscip. Optim. 23(1), 1–13 (2001) 16. : Experimental design and data analysis for biologists.
Active Networks: IFIP-TC6 4th International Working Conference, IWAN 2002 Zurich, Switzerland, December 4–6, 2002 Proceedings by Nadia Shalaby, Yitzchak Gottlieb, Mike Wawrzoniak, Larry Peterson (auth.), James Sterbenz, Osamu Takada, Christian Tschudin, Bernhard Plattner (eds.)