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Titlebook: Solving Computationally Expensive Engineering Problems; Methods and Applicat Slawomir Koziel,Leifur Leifsson,Xin-She Yang Conference procee

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A Novel Approach to the Common Due-Date Problem on Single and Parallel Machines,ber of jobs on a single or parallel machines where all the jobs possess different processing times but a common due-date. The objective of the problem is to minimize the total penalty incurred due to earliness or tardiness of the job completions. This work presents exact polynomial algorithms for op
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On Gaussian Process NARX Models and Their Higher-Order Frequency Response Functions, Average with eXogenous inputs) method. The model represents the current output of a system by a nonlinear regression on past inputs and outputs and can also incorporate a nonlinear noise model in the most general case. Although the NARMAX model is most often given a polynomial form, this is not a r
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Numerically Efficient Approach to Simulation-Driven Design of Planar Microstrip Antenna Arrays By M demonstrate operation as well as efficiency of the proposed technique. The computational cost of optimized designs is equivalent to a few high-fidelity simulations of the entire array despite a large number of design variables.
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