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On Interdisciplinary Intersection of Unconventional Algorithms and Big Data Processing in Real World Problems: A Real World Example Based on Ho Chi Minh City Traffic

On Interdisciplinary Intersection of Unconventional Algorithms and Big Data Processing in Real World Problems: A Real World Example Based on Ho Chi Minh City Traffic

Ivan Zelinka, Martin Kruliš, Marek Běhálek, Tung Minh Luu, Jaroslav Pokorný
Copyright: © 2017 |Pages: 22
ISBN13: 9781522510543|ISBN10: 1522510540|EISBN13: 9781522510550
DOI: 10.4018/978-1-5225-1054-3.ch015
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MLA

Zelinka, Ivan, et al. "On Interdisciplinary Intersection of Unconventional Algorithms and Big Data Processing in Real World Problems: A Real World Example Based on Ho Chi Minh City Traffic." Handbook of Research on Holistic Optimization Techniques in the Hospitality, Tourism, and Travel Industry, edited by Pandian Vasant and Kalaivanthan M., IGI Global, 2017, pp. 326-347. https://doi.org/10.4018/978-1-5225-1054-3.ch015

APA

Zelinka, I., Kruliš, M., Běhálek, M., Luu, T. M., & Pokorný, J. (2017). On Interdisciplinary Intersection of Unconventional Algorithms and Big Data Processing in Real World Problems: A Real World Example Based on Ho Chi Minh City Traffic. In P. Vasant & K. M. (Eds.), Handbook of Research on Holistic Optimization Techniques in the Hospitality, Tourism, and Travel Industry (pp. 326-347). IGI Global. https://doi.org/10.4018/978-1-5225-1054-3.ch015

Chicago

Zelinka, Ivan, et al. "On Interdisciplinary Intersection of Unconventional Algorithms and Big Data Processing in Real World Problems: A Real World Example Based on Ho Chi Minh City Traffic." In Handbook of Research on Holistic Optimization Techniques in the Hospitality, Tourism, and Travel Industry, edited by Pandian Vasant and Kalaivanthan M., 326-347. Hershey, PA: IGI Global, 2017. https://doi.org/10.4018/978-1-5225-1054-3.ch015

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Abstract

Optimization algorithms are a powerful tool for solving many problems of engineering applications from different fields of real life. They are usually used where the solution of a given problem analytically is unsuitable or unrealistic. If implemented in a suitable manner, there is no need for frequent user intervention into the actions of the equipment in which they are used. The majority of the problems of real life applications can be defined as optimization problems, for example, finding the optimum trajectory of a robot, optimal data flows in various processes like city traffic optimization or modelling and optimization of the seasonal variances of supply, traffic and facilities occupation in tourism among the others. The structure of this chapter is such that on the beginning are introduced bio-inspired algorithms, then parallelization of algorithms and parallel hardware and at the end, open research on Ho Chi Minh City traffic optimization real world example is introduced. In Conclusion are discussed possibilities of mutual combinations of introduced methods.

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