2023
|
1. | Ruiz-Vanoye, Jorge A.; Díaz-Parra, Ocotlán; Marroquín-Gutiérrez, Francisco; Rodríguez-Lara, Blas M.; Fuentes-Penna, Alejandro; Barrera-Cámara, Ricardo A.; Ramos-Fernández, Julio C.; Xicoténcatl-Pérez, Juan M.; Aguilar-Ortiz, Jaime Ch. 3: Smart Government and Future Trends Book Chapter Forthcoming In: Ruiz-Vanoye, Jorge A. (Ed.): Management, Technology, and Economic Growth in Smart and Sustainable Cities, IGI Global, Forthcoming, ISBN: 9798369303733. @inbook{cha1-23,
title = {Ch. 3: Smart Government and Future Trends},
author = {Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra and Francisco Marroquín-Gutiérrez and Blas M. Rodríguez-Lara and Alejandro Fuentes-Penna and Ricardo A. Barrera-Cámara and Julio C. Ramos-Fernández and Juan M. Xicoténcatl-Pérez and Jaime Aguilar-Ortiz},
editor = {Jorge A. Ruiz-Vanoye},
isbn = {9798369303733},
year = {2023},
date = {2023-12-10},
urldate = {2023-12-10},
booktitle = {Management, Technology, and Economic Growth in Smart and Sustainable Cities},
publisher = {IGI Global},
abstract = {Several technologies are available to help citizens, and government officials perform their daily activities in a city. The current state-of-the-art technologies to help citizens and government officials exist Wireless Sensor Networks, RFDI Technology, combinatorial Optimisation, Machine Learning, Big Data, data visualisation, Internet of Government Things, Big-Data Analytics, and others to enhance the quality of the government. The authors have collected the relevant literature published during 2001-2021 by searching and browsing all the major digital libraries and publishers websites. The findings show the importance of the smart government's technology-assisted (electronic government, management of the economy, open data, civil works, tourism, management of the disasters, healthcare systems, and others). This paper aims to determine how smart government components improve the activities in a city of the citizens and government officials. This paper also presents a survey of the characteristics, taxonomy, smart government indicators, history, and future trends.},
keywords = {chapters},
pubstate = {forthcoming},
tppubtype = {inbook}
}
Several technologies are available to help citizens, and government officials perform their daily activities in a city. The current state-of-the-art technologies to help citizens and government officials exist Wireless Sensor Networks, RFDI Technology, combinatorial Optimisation, Machine Learning, Big Data, data visualisation, Internet of Government Things, Big-Data Analytics, and others to enhance the quality of the government. The authors have collected the relevant literature published during 2001-2021 by searching and browsing all the major digital libraries and publishers websites. The findings show the importance of the smart government's technology-assisted (electronic government, management of the economy, open data, civil works, tourism, management of the disasters, healthcare systems, and others). This paper aims to determine how smart government components improve the activities in a city of the citizens and government officials. This paper also presents a survey of the characteristics, taxonomy, smart government indicators, history, and future trends. |
2. | Díaz-Parra, Ocotlán; Fuentes-Penna, Alejandro; Marroquín-Gutiérrez, Francisco; Rodríguez-Lara, Blas Manuel; Ramírez, Julio C. Salgado; Trejo-Macotela, Francisco R.; Aguilar-Ortiz, Jaime Ch. 5: Smart Tourism: Technologies to Improve Tourism Book Chapter Forthcoming In: Ruiz-Vanoye, Jorge A. (Ed.): Management, Technology, and Economic Growth in Smart and Sustainable Cities, IGI Global, Forthcoming, ISBN: 9798369303733. @inbook{cha2-23,
title = {Ch. 5: Smart Tourism: Technologies to Improve Tourism},
author = {Ocotlán Díaz-Parra and Alejandro Fuentes-Penna and Francisco Marroquín-Gutiérrez and Blas Manuel Rodríguez-Lara and Julio C. Salgado Ramírez and Francisco R. Trejo-Macotela and Jaime Aguilar-Ortiz},
editor = {Jorge A. Ruiz-Vanoye},
isbn = {9798369303733},
year = {2023},
date = {2023-12-10},
urldate = {2023-12-10},
booktitle = {Management, Technology, and Economic Growth in Smart and Sustainable Cities},
publisher = {IGI Global},
abstract = {The tourist cities that apply technology help to strengthen and to facilitate the communication of the tourists with the sporting, cultural, and scientific aspects of a city. This chapter aims to be a guide for understanding Smart Tourism components by presenting a survey of the characteristics, history and future trends. Smart tourism is the innovation and the adoption of information and communication technologies in tourism. Smart tourism additionally must consider natural attractions, cultural (music festival), accessibility of transportation, amenity characteristics, ancillary services (banks, hospitals), innovative hubs for electric vehicles with a mobile app to check the availability status of charging cars, and the infrastructure of professional sports. The smart tourism is the optimal administration of the personnel or object related to the Tourism by using technology like the Internet of Tourism Things, data-mining, artificial intelligence, combinatorial optimization, Machine Learning, and others to enhance the quality of the Tourism.},
keywords = {chapters},
pubstate = {forthcoming},
tppubtype = {inbook}
}
The tourist cities that apply technology help to strengthen and to facilitate the communication of the tourists with the sporting, cultural, and scientific aspects of a city. This chapter aims to be a guide for understanding Smart Tourism components by presenting a survey of the characteristics, history and future trends. Smart tourism is the innovation and the adoption of information and communication technologies in tourism. Smart tourism additionally must consider natural attractions, cultural (music festival), accessibility of transportation, amenity characteristics, ancillary services (banks, hospitals), innovative hubs for electric vehicles with a mobile app to check the availability status of charging cars, and the infrastructure of professional sports. The smart tourism is the optimal administration of the personnel or object related to the Tourism by using technology like the Internet of Tourism Things, data-mining, artificial intelligence, combinatorial optimization, Machine Learning, and others to enhance the quality of the Tourism. |
3. | Díaz-Parra, Ocotlán; Fuentes-Penna, Alejandro; Marroquín-Gutiérrez, Francisco; Ramos-Fernández, Julio C.; Rodríguez-Lara, Blas Manuel; Barrera-Cámara, Ricardo A.; Ruiz-Jaimes, Miguel Angel; Tafoya, Evelyn Valeria V. Ch. 6: House of Quality for Safe Cities Book Chapter Forthcoming In: Ruiz-Vanoye, Jorge A. (Ed.): Management, Technology, and Economic Growth in Smart and Sustainable Citie, Forthcoming. @inbook{cha3-23,
title = {Ch. 6: House of Quality for Safe Cities},
author = {Ocotlán Díaz-Parra and Alejandro Fuentes-Penna and Francisco Marroquín-Gutiérrez and Julio C. Ramos-Fernández and Blas Manuel Rodríguez-Lara and Ricardo A. Barrera-Cámara and Miguel Angel Ruiz-Jaimes and Evelyn Valeria V. Tafoya},
editor = {Jorge A. Ruiz-Vanoye},
year = {2023},
date = {2023-12-10},
booktitle = {Management, Technology, and Economic Growth in Smart and Sustainable Citie},
keywords = {chapters},
pubstate = {forthcoming},
tppubtype = {inbook}
}
|
4. | Ruiz-Vanoye, Jorge A.; Diaz-Parra, Ocotlán; Marroquín-Gutiérrez, Francisco; Rodríguez-Lara, Blas Manuel; Aguilar-Ortiz, Jaime Ch. 1: Smart and Sustainable Cities Book Chapter Forthcoming In: Ruiz-Vanoye, Jorge A. (Ed.): Management, Technology, and Economic Growth in Smart and Sustainable Cities, IGI Global, Forthcoming, ISBN: 9798369303733. @inbook{cha4-23,
title = {Ch. 1: Smart and Sustainable Cities },
author = {Jorge A. Ruiz-Vanoye and Ocotlán Diaz-Parra and Francisco Marroquín-Gutiérrez and Blas Manuel Rodríguez-Lara and Jaime Aguilar-Ortiz},
editor = {Jorge A. Ruiz-Vanoye},
isbn = {9798369303733},
year = {2023},
date = {2023-12-10},
urldate = {2023-12-10},
booktitle = {Management, Technology, and Economic Growth in Smart and Sustainable Cities},
publisher = {IGI Global},
abstract = {Humans have always sought a place for safe living with the comforts and facilities to do decent work and for the family's healthy growth. This paper aims to guide understanding smart and sustainable cities by presenting a survey of chronological aspects, elements and components of smart cities, smart cities' indicators, solutions to city problems, and other aspects related to smart cities. We also propose a Smart and Sustainable Cities Puzzle that contains the main components of a smart city to which various pieces of the puzzle can be added depending on the characteristics and needs of the city, indicators of smart cities; the idea that trafficking in a city with technological elements allows citizens to better their quality of life, but that there must be optimum management (minimisation and maximisation) of all components involved in the city order to optimise time, money and effort. This article can serve as a basis for experts' academic knowledge and professional practice in sensors and decision-makers.},
keywords = {chapters},
pubstate = {forthcoming},
tppubtype = {inbook}
}
Humans have always sought a place for safe living with the comforts and facilities to do decent work and for the family's healthy growth. This paper aims to guide understanding smart and sustainable cities by presenting a survey of chronological aspects, elements and components of smart cities, smart cities' indicators, solutions to city problems, and other aspects related to smart cities. We also propose a Smart and Sustainable Cities Puzzle that contains the main components of a smart city to which various pieces of the puzzle can be added depending on the characteristics and needs of the city, indicators of smart cities; the idea that trafficking in a city with technological elements allows citizens to better their quality of life, but that there must be optimum management (minimisation and maximisation) of all components involved in the city order to optimise time, money and effort. This article can serve as a basis for experts' academic knowledge and professional practice in sensors and decision-makers. |
5. | Xicotencatl-Pérez, Juan; Ramos-Fernandez, Julio C.; Marquez-Vera, Marco A.; Díaz-Parra, Ocotlán Ch. 9: Using the Smart Cities Infrastructure for Urban Farming and Z-Farming Book Chapter Forthcoming In: IGI Global, Forthcoming, ISBN: 9798369303733. @inbook{cha5-23,
title = {Ch. 9: Using the Smart Cities Infrastructure for Urban Farming and Z-Farming},
author = {Juan Xicotencatl-Pérez and Julio C. Ramos-Fernandez and Marco A. Marquez-Vera and Ocotlán Díaz-Parra},
doi = {10.4018/979-8-3693-0373-3},
isbn = {9798369303733},
year = {2023},
date = {2023-09-23},
urldate = {2023-09-23},
publisher = {IGI Global},
abstract = {Urban agriculture has made it possible to move vegetable production from rural to densely populated areas, for which it uses different approaches to achieve its mission: food sufficiency. Approaches range from open-sky plantations to controlled environments. Open sky plantations such as community gardens or roof gardens, offer social rather than economic welfare, it is the controlled environments that offer profitable productions in abandoned spaces or built in a special way, in this chapter the advantages and disadvantages are mentioned as well as techniques that can improve the performance of this growing area of food development.},
keywords = {chapters},
pubstate = {forthcoming},
tppubtype = {inbook}
}
Urban agriculture has made it possible to move vegetable production from rural to densely populated areas, for which it uses different approaches to achieve its mission: food sufficiency. Approaches range from open-sky plantations to controlled environments. Open sky plantations such as community gardens or roof gardens, offer social rather than economic welfare, it is the controlled environments that offer profitable productions in abandoned spaces or built in a special way, in this chapter the advantages and disadvantages are mentioned as well as techniques that can improve the performance of this growing area of food development. |
2022
|
6. | Ruiz-Vanoye, Jorge A.; Díaz-Parra, Ocotlán; Fuentes-Penna, Alejandro; Ochoa, Alberto; Martinez-Mireles, Josue R.; Rodriguez-Flores, Jazmin; Campero-Jurado, Israel; Ruiz-Jaimes, Miguel A. Chapter 2 - Edge computing–Foundations and applications Book Chapter In: Sujata Dash Ajith Abraham, Joel Rodrigues (Ed.): AI, Edge and IoT-based Smart Agriculture., Chapter 2, pp. 17-30, Elsevier, 2022, ISBN: 9780128236949. @inbook{BC20211,
title = {Chapter 2 - Edge computing–Foundations and applications},
author = {Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra and Alejandro Fuentes-Penna and Alberto Ochoa and Josue R. Martinez-Mireles and Jazmin Rodriguez-Flores and Israel Campero-Jurado and Miguel A. Ruiz-Jaimes},
editor = {Ajith Abraham, Sujata Dash, Joel Rodrigues, Biswaranjan Acharya, Subhendu Pani},
url = {https://doi.org/10.1016/B978-0-12-823694-9.00017-7},
isbn = {9780128236949},
year = {2022},
date = {2022-01-03},
booktitle = {AI, Edge and IoT-based Smart Agriculture.},
pages = {17-30},
publisher = {Elsevier},
chapter = {2},
abstract = {The potential use of edge computing encompasses industries such as transportation, healthcare, manufacturing, agriculture, smart farms, and energy, among others. This chapter aims to be a guide for understanding edge computing by presenting the foundations, characteristics, history, taxonomy applications, and future trends.},
keywords = {chapters},
pubstate = {published},
tppubtype = {inbook}
}
The potential use of edge computing encompasses industries such as transportation, healthcare, manufacturing, agriculture, smart farms, and energy, among others. This chapter aims to be a guide for understanding edge computing by presenting the foundations, characteristics, history, taxonomy applications, and future trends. |
7. | Ruiz-Vanoye, Jorge A.; Barrera-Cámara, Ricardo A.; Díaz-Parra, Ocotlán; Ramos-Fernández, Julio C.; Fuentes-Penna, Alejandro; Ochoa-Zezzatti, Alberto; Hernández-Aguilar, José A.; Campero-Jurado, Israel Chapter 14 - Surveying smart farming for smart cities Book Chapter In: Sujata Dash Ajith Abraham, Joel Rodrigues (Ed.): AI, Edge and IoT-based Smart Agriculture, Chapter 18, pp. 241-262, Elsevier, 2022, ISBN: 9780128236949. @inbook{BC20212,
title = {Chapter 14 - Surveying smart farming for smart cities },
author = {Jorge A. Ruiz-Vanoye and Ricardo A. Barrera-Cámara and Ocotlán Díaz-Parra and Julio C. Ramos-Fernández and Alejandro Fuentes-Penna and Alberto Ochoa-Zezzatti and José A. Hernández-Aguilar and Israel Campero-Jurado},
editor = {Ajith Abraham, Sujata Dash, Joel Rodrigues, Biswaranjan Acharya, Subhendu Pani},
url = {https://doi.org/10.1016/B978-0-12-823694-9.00009-8},
isbn = {9780128236949},
year = {2022},
date = {2022-01-03},
booktitle = {AI, Edge and IoT-based Smart Agriculture},
pages = {241-262},
publisher = {Elsevier},
chapter = {18},
abstract = {Smart farming is the production of food from agriculture, livestock, and fisheries with technology to optimize water, energy, personnel, infrastructure, money, time, and food. In other words, smart farming is the optimal administration of the sowing, harvesting, and distribution of products derived from agriculture, livestock, and fisheries. This paper aims to be a guide for understanding smart production of foods/smart farming components by presenting a survey of the characteristics, taxonomy, history, and future trends.},
keywords = {chapters},
pubstate = {published},
tppubtype = {inbook}
}
Smart farming is the production of food from agriculture, livestock, and fisheries with technology to optimize water, energy, personnel, infrastructure, money, time, and food. In other words, smart farming is the optimal administration of the sowing, harvesting, and distribution of products derived from agriculture, livestock, and fisheries. This paper aims to be a guide for understanding smart production of foods/smart farming components by presenting a survey of the characteristics, taxonomy, history, and future trends. |
8. | Ruiz-Vanoye, Jorge A.; Barrera-Cámara, Ricardo A.; Fuentes-Penna, Alejandro; Díaz-Parra, Ocotlán; Trejo-Macotela, Francisco R.; Campero-Jurado, Israel; Ruiz-Jaimes, Miguel A.; Toledo-Navarro, Yadira Chapter 28 - Internet of Things on sustainable aquaculture system Book Chapter In: Sujata Dash Ajith Abraham, Joel Rodrigues (Ed.): AI, Edge and IoT-based Smart Agriculture, Chapter 38, pp. 487-503, Elsevier, 2022, ISBN: 9780128236949. @inbook{BC20213,
title = {Chapter 28 - Internet of Things on sustainable aquaculture system},
author = {Jorge A. Ruiz-Vanoye and Ricardo A. Barrera-Cámara and Alejandro Fuentes-Penna and Ocotlán Díaz-Parra and Francisco R. Trejo-Macotela and Israel Campero-Jurado and Miguel A. Ruiz-Jaimes and Yadira Toledo-Navarro},
editor = {Ajith Abraham, Sujata Dash, Joel Rodrigues, Biswaranjan Acharya, Subhendu Pani},
url = {https://doi.org/10.1016/B978-0-12-823694-9.00009-8},
isbn = {9780128236949},
year = {2022},
date = {2022-01-03},
booktitle = {AI, Edge and IoT-based Smart Agriculture},
pages = {487-503},
publisher = {Elsevier},
chapter = {38},
abstract = {The futurnoe of aquaculture is related to smart cities. The use of the Internet of Things on sustainable aquaculture systems will enable the optimization of water, energy, personnel, money, time, and food. The topics related to aquaculture and smart cities could be the Internet of Things in sustainable aquaculture systems, real-time monitoring of water quality, the development of forecasting systems in an aquaculture context, a sustainable fish farming system framework to make aquaculture more sustainable by reducing the need for energy to control the environment using Internet of Things (IoT), aquaculture 4.0, automated aquaponics system, access and control of pH level and temperature through the IoT, and others.},
keywords = {chapters},
pubstate = {published},
tppubtype = {inbook}
}
The futurnoe of aquaculture is related to smart cities. The use of the Internet of Things on sustainable aquaculture systems will enable the optimization of water, energy, personnel, money, time, and food. The topics related to aquaculture and smart cities could be the Internet of Things in sustainable aquaculture systems, real-time monitoring of water quality, the development of forecasting systems in an aquaculture context, a sustainable fish farming system framework to make aquaculture more sustainable by reducing the need for energy to control the environment using Internet of Things (IoT), aquaculture 4.0, automated aquaponics system, access and control of pH level and temperature through the IoT, and others. |
2019
|
9. | Díaz-Parra, Ocotlán; Ruiz-Vanoye, Jorge A.; Fuentes-Penna, Alejandro; Barrera-Cámara, Ricardo A.; Ruiz-Jaimes, Miguel A.; Toledo-Navarro, Yadira; Lezama-León, Myrna; Lezama-León, Evangelina Perishing Goods Transportation Problem: Fundamentals, Advances, and Applications Book Chapter In: Ortiz, Carlos Alberto Ochoa; Rivera-Zárate, Gilberto; Gómez-Santillán, Claudia Guadalupe; Sánchez-Lara, Benito (Ed.): Metaheuristics for Order Picking Optimization in Warehouses to Smart Cities, Chapter 18, pp. 315-338, IGI, 2019, ISBN: 9781522581314. @inbook{bc18,
title = {Perishing Goods Transportation Problem: Fundamentals, Advances, and Applications},
author = {Ocotlán Díaz-Parra and Jorge A. Ruiz-Vanoye and Alejandro Fuentes-Penna and Ricardo A. Barrera-Cámara and Miguel A. Ruiz-Jaimes and Yadira Toledo-Navarro and Myrna Lezama-León and Evangelina Lezama-León},
editor = {Carlos Alberto Ochoa Ortiz and Gilberto Rivera-Zárate and Claudia Guadalupe Gómez-Santillán and Benito Sánchez-Lara },
doi = {10.4018/978-1-5225-8131-4.ch018},
isbn = {9781522581314},
year = {2019},
date = {2019-01-07},
booktitle = {Metaheuristics for Order Picking Optimization in Warehouses to Smart Cities},
pages = {315-338},
publisher = {IGI},
chapter = {18},
abstract = {The smart transportation of farming must carry food from agriculture, livestock, and fisheries from one location to another using diverse types of transportation modes to improve the wellbeing of citizens. The mathematical optimization model proposed in this chapter represents the problem of transportation of perishable products which aims to minimize costs and optimize transportation times and costs. Reduction of the time of transportation of perishable products increases the likelihood of delivering fresh products and minimizes economic losses. Transportation time and temperature suitable for the conservation of the product are priorities in this type of problem because the product is transported in time reduces the probability that the product will be exposed to extreme conditions that favor its decomposition. To check the feasibility of the model, this study proposes a set of instances subject to an application obtained a series of solutions that are analyzed to identify if there is a feasible solution. },
keywords = {chapters},
pubstate = {published},
tppubtype = {inbook}
}
The smart transportation of farming must carry food from agriculture, livestock, and fisheries from one location to another using diverse types of transportation modes to improve the wellbeing of citizens. The mathematical optimization model proposed in this chapter represents the problem of transportation of perishable products which aims to minimize costs and optimize transportation times and costs. Reduction of the time of transportation of perishable products increases the likelihood of delivering fresh products and minimizes economic losses. Transportation time and temperature suitable for the conservation of the product are priorities in this type of problem because the product is transported in time reduces the probability that the product will be exposed to extreme conditions that favor its decomposition. To check the feasibility of the model, this study proposes a set of instances subject to an application obtained a series of solutions that are analyzed to identify if there is a feasible solution. |
2013
|
10. | Díaz-Parra, Ocotlán; Ruiz-Vanoye, Jorge A.; de los Ángeles Buenabad-Arias, Ma.; Canepa-Saenz, Ana Vertical Transfer Algorithm for the School Bus Routing Problem Book Chapter In: Gavrilova, Mariana L.; Tan, C. J. Kenneth; Abraham, Ajith (Ed.): vol. 8160, pp. 211-229, Springer Berlin Heidelberg, 2013, ISBN: 978-3-642-45317-5. @inbook{BC5,
title = {Vertical Transfer Algorithm for the School Bus Routing Problem},
author = {Ocotlán Díaz-Parra and Jorge A. Ruiz-Vanoye and Ma. de los Ángeles Buenabad-Arias and Ana Canepa-Saenz},
editor = {Mariana L. Gavrilova and C.J. Kenneth Tan and Ajith Abraham},
url = {https://doi.org/10.1007/978-3-642-45318-2_9},
doi = {10.1007/978-3-642-45318-2_9},
isbn = {978-3-642-45317-5},
year = {2013},
date = {2013-02-07},
volume = {8160},
pages = {211-229},
publisher = {Springer Berlin Heidelberg},
series = {Lecture Notes in Computer Science},
keywords = {chapters, School Bus Routing Problem},
pubstate = {published},
tppubtype = {inbook}
}
|
2010
|
11. | Ruiz-Vanoye, Jorge A.; Díaz-Parra, Ocotlán; Pérez-Ortega, Joaquín; R., Rodolfo A. Pazos; Reyes-Salgado, Gerardo; González-Barbosa, Juan J. Complexity of Instances for Combinatorial Optimization Problems Book Chapter In: Ali, Al-Dahoud (Ed.): Chapter 19, pp. 319-330, IN-TECH Education and Publishing , 2010, ISBN: 978-953-7619-28-2. @inbook{BC4,
title = {Complexity of Instances for Combinatorial Optimization Problems},
author = {Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra and Joaquín Pérez-Ortega and Rodolfo A. Pazos R. and Gerardo Reyes-Salgado and Juan J. González-Barbosa},
editor = {Al-Dahoud Ali},
isbn = {978-953-7619-28-2},
year = {2010},
date = {2010-02-07},
pages = {319-330},
publisher = { IN-TECH Education and Publishing },
chapter = {19},
keywords = {chapters, Combinatorial Optimization Problems},
pubstate = {published},
tppubtype = {inbook}
}
|
2008
|
12. | Ruiz-Vanoye, Jorge A.; Díaz-Parra, Ocotlán; N., Vanesa Landero A Metric to Discriminate the Selection of Algorithms for General Problem ATSP Book Chapter In: I., Lovrek; R.J., Howlett; L.C., Jain (Ed.): vol. 5177, pp. 106-113, Springer, Berlin, Heidelberg, 2008, ISBN: 978-3-540-85562-0. @inbook{BC1,
title = {A Metric to Discriminate the Selection of Algorithms for General Problem ATSP},
author = {Jorge A. Ruiz-Vanoye and Ocotlán Díaz-Parra and Vanesa Landero N.},
editor = {Lovrek I. and Howlett R.J. and Jain L.C.},
url = {https://link.springer.com/chapter/10.1007%2F978-3-540-85563-7_19},
doi = {10.1007/978-3-540-85563-7_19},
isbn = {978-3-540-85562-0},
year = {2008},
date = {2008-02-07},
volume = {5177},
pages = {106-113},
publisher = {Springer, Berlin, Heidelberg},
series = { Lecture Notes in Computer Science},
abstract = {In this paper we propose: (1) the use of discriminant analysis as a means for predictive learning (data-mining techniques) aiming at selecting metaheuristic algorithms and (2) the use of a metric for improving the selection of the algorithms that best solve a given instance of the Asymmetric Traveling Salesman Problem (ATSP). The only metric that had existed so far to determine the best algorithm for solving an ATSP instance is based on the number of cities; nevertheless, it is not sufficiently adequate for discriminating the best algorithm for solving an ATSP instance, thus the necessity for devising a new metric through the use of data-mining techniques.},
keywords = {Algorithms, chapters},
pubstate = {published},
tppubtype = {inbook}
}
In this paper we propose: (1) the use of discriminant analysis as a means for predictive learning (data-mining techniques) aiming at selecting metaheuristic algorithms and (2) the use of a metric for improving the selection of the algorithms that best solve a given instance of the Asymmetric Traveling Salesman Problem (ATSP). The only metric that had existed so far to determine the best algorithm for solving an ATSP instance is based on the number of cities; nevertheless, it is not sufficiently adequate for discriminating the best algorithm for solving an ATSP instance, thus the necessity for devising a new metric through the use of data-mining techniques. |
13. | Ruiz-Vanoye, Jorge A.; Marceleño, José A. Zárate; Díaz-Parra, Ocotlán; N., Vanesa Landero Applied Statistical Indicators to the Vehicle Routing Problem with Time Windows for discriminate appropriately the best Algorithm Book Chapter In: vol. 5073, pp. 1131-1141, Springer, Berlin, Heidelberg, 2008, ISBN: 978-3-540-69840-1. @inbook{BC2,
title = {Applied Statistical Indicators to the Vehicle Routing Problem with Time Windows for discriminate appropriately the best Algorithm},
author = {Jorge A. Ruiz-Vanoye and José A. Zárate Marceleño and Ocotlán Díaz-Parra and Vanesa Landero N.},
url = {https://link.springer.com/chapter/10.1007/978-3-540-69848-7_90},
doi = {10.1007/978-3-540-69848-7_90},
isbn = {978-3-540-69840-1},
year = {2008},
date = {2008-02-07},
volume = {5073},
pages = {1131-1141},
publisher = {Springer, Berlin, Heidelberg},
series = {Lecture Notes in Artificial Intelligence},
abstract = {In this paper, we propose indicators based on the position method of the descriptive statistic for the Vehicle Routing Problem with Time Windows (VRPTW). The indicators are based on the calculation of the median; they will serve altogether with the technique of discriminant analysis to select appropriately the algorithm that better solves an instance of the VRPTW.},
keywords = {chapters, vehicle routing problem with time windows},
pubstate = {published},
tppubtype = {inbook}
}
In this paper, we propose indicators based on the position method of the descriptive statistic for the Vehicle Routing Problem with Time Windows (VRPTW). The indicators are based on the calculation of the median; they will serve altogether with the technique of discriminant analysis to select appropriately the algorithm that better solves an instance of the VRPTW. |
14. | Cruz-Chávez, Marco A.; Díaz-Parra, Ocotlán; Juárez-Romero, David; Martínez-Rangel, Martín G. Memetic Algorithm Based on a Constraint Satisfaction Technique for VRPTW Book Chapter In: vol. 5097, pp. 376-387, Springer, Berlin, Heidelberg, 2008, ISBN: 978-3-540-69572-1. @inbook{BC3,
title = { Memetic Algorithm Based on a Constraint Satisfaction Technique for VRPTW},
author = {Marco A. Cruz-Chávez and Ocotlán Díaz-Parra and David Juárez-Romero and Martín G. Martínez-Rangel},
url = {https://link.springer.com/chapter/10.1007/978-3-540-69731-2_37},
doi = {10.1007/978-3-540-69731-2_37},
isbn = {978-3-540-69572-1},
year = {2008},
date = {2008-02-07},
volume = {5097},
pages = {376-387},
publisher = {Springer, Berlin, Heidelberg},
series = {Lecture Notes in Artificial Intelligence},
abstract = {In this paper a Memetic Algorithm (MA) is proposed for solving the Vehicles Routing Problem with Time Windows (VRPTW) multi-objective, using a constraint satisfaction heuristic that allows pruning of the search space to direct a search towards good solutions. An evolutionary heuristic is applied in order to establish the crossover and mutation between sub-routes. The results of MA demonstrate that the use of Constraints Satisfaction Technique permits MA to work more efficiently in the VRPTW.},
keywords = {chapters, Memetic Algorithm},
pubstate = {published},
tppubtype = {inbook}
}
In this paper a Memetic Algorithm (MA) is proposed for solving the Vehicles Routing Problem with Time Windows (VRPTW) multi-objective, using a constraint satisfaction heuristic that allows pruning of the search space to direct a search towards good solutions. An evolutionary heuristic is applied in order to establish the crossover and mutation between sub-routes. The results of MA demonstrate that the use of Constraints Satisfaction Technique permits MA to work more efficiently in the VRPTW. |