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However, in general, existing workflow tools do not incorporate optimization algorithms, and thus whilst users can specify complex computational and data manipulation pipelines, they need to invoke the workflow as a stand-alone computation within an external optimization tool.
However, in general, existing workflow tools do not incorporate optimization algorithms, and thus whilst users can specify simulation pipelines, they need to invoke the workflow as a stand-alone computation within an external optimization tool.
To make this tractable, one may incorporate optimization techniques into our model, allowing the selection of the most important combinations.
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There is an on-going trend of incorporating optimization techniques into design to achieve energy efficient buildings.
This paper thus proposes a methodology that incorporates optimization techniques and statistical experimental designs within a general framework to address the issues of uncertainty and risk as well as their correlations in a systematic manner.
EPA already incorporates optimizations to pre-compute and retain in memory as much as possible.
We implement these optimal algorithms in a high-performance computing framework that uses state-of-the-art linear algebra kernels, incorporates optimizations, and avoids redundant computations, increasing throughput while reducing memory usage and energy consumption.
The mathematical models used to simulate the various types of mechanical systems these days need to incorporate an optimization algorithm capable of minimizing the number of matrix multiplications when deriving symbolically the equations of motion.
The mathematical models used to simulate the various types of mechanical systems these days need to incorporate an optimization algorithm capable of predicting and improving the efficiency of an initial design.
Thus, future works to incorporate the optimization of CC fitness into synthetic gene design software can lead to the development of more efficient platforms for gene optimization.
It is the first tool to incorporate strain optimization tasks, i.e., the identification of Metabolic Engineering targets, using Evolutionary Algorithms/Simulated Annealing metaheuristics or the previously proposed OptKnock algorithm.
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