Traffic light optimization using non-dominated sorting genetic algorithm (NSGA2).

Traffic congestion is a major concern in urban centers, as it can affect society, the environment, and the economy. There are many studies on the use of computational intelligence (CI) to improve mobility in urban centers. Some of these researches focus on developing strategies for traffic light programming, since traffic coordination is complex due to its many parameters, variables, and dynamic behavior, and also an inefficient traffic control plan can lead to increased delays and contribute to traffic congestion. Although there are many works in the literature on strategies for traffic control, there are still some contributions and gaps to be filled, especially because some studies do not consider the automatic optimization of traffic signals in real time, that is, according to the demand of vehicles on the roads, considering multiple objectives and the use of a network of intersections in their experiments. In addition, some of the proposed models are not independent of simulation to evaluate the solutions of CI algorithms, resulting in a more complex deployment in real situations. In this context, this paper presents a new method to optimize traffic light plan in a network of intersections and in real time, called Active Control of Traffic Signals (ACTS) associated with the Non-Dominated Sorting Genetic Algorithm, considering multiple objectives in the optimization process (minimizing the average delay time and the number of vehicles stops per cycle). To test the applicability of the model, a real dataset of vehicle demand collected by the Company of Transport and Traffic of Belo Horizonte (BHTrans) is loaded into the AIMSUN simulator, then the method is applied and compared with the current traffic control plan used by BHTrans. The results show that the ACTS method reduces the average vehicle delay by almost half compared to the results obtained with the current solution used by BHTrans. In real life, this means less time spent in traffic, which promotes faster traffic flow, reducing traffic congestions.

Asymmetric "partners": work and health of app drivers in Rio de Janeiro, Brazil. / "Parceiros" assimétricos: trabalho e saúde de motoristas por aplicativos no Rio de Janeiro, Brasil.

This paper is the product of an ongoing research's preliminary results with app drivers and aims to discuss how the game of forces has occurred in the relationships established between companies, workers, regulatory bodies, and society. This exploratory qualitative study employed document analysis, a questionnaire, and semi-structured interviews with drivers linked to associations in Rio de Janeiro (RJ), Brazil. The analysis was conducted from a tripolar perspective based on the theoretical-methodological framework of Ergology and social life's micro and macroscopic spaces, encompassing the poles referring to human activity, the market, and politics. The results show a background of norms built on this work about the relationship with companies, passengers, and the drivers themselves, besides issues raised from the COVID-19 pandemic. We can conclude that it is necessary not to counteract technological evolution to achieve workers' rights and health. We should recall that no action aimed at ensuring the reconciliation of health, work, and rights will advance without relying on a fruitful and balanced trend between the three poles mentioned.

Este artigo é fruto de resultados preliminares de uma pesquisa em andamento com motoristas por aplicativo e tem por objetivo discutir sobre como tem se dado o jogo de forças nas relações que se estabelecem entre as empresas, os trabalhadores, os órgãos reguladores e a sociedade. O estudo exploratório, com abordagem qualitativa, utilizou análise documental, questionário e entrevistas semiestruturadas com motoristas ligados a associações do Rio de Janeiro/RJ. Tendo como base o referencial teórico-metodológico da Ergologia, e a partir dos espaços micro e macroscópico da vida social, a análise se deu em uma perspectiva tripolar, abarcando os polos referentes à atividade humana, ao mercado e à política. Os resultados apresentam normas antecedentes que vêm sendo construídas sobre este trabalho na relação com as empresas, com os passageiros e entre os próprios motoristas, além de questões trazidas a partir da pandemia de COVID-19. Conclui-se ser necessário não contrapor a evolução tecnológica à conquista de direitos e da saúde dos trabalhadores, sendo imperativo lembrar que nenhuma ação que vise garantir a conciliação entre saúde, trabalho e direitos conseguirá avançar sem contar com uma dinâmica frutífera, e tendencialmente equilibrada, entre os três polos mencionados.

"Parceiros" assimétricos: trabalho e saúde de motoristas por aplicativos no Rio de Janeiro, Brasil / Asymmetric "partners": work and health of app drivers in Rio de Janeiro, Brazil

Resumo Este artigo é fruto de resultados preliminares de uma pesquisa em andamento com motoristas por aplicativo e tem por objetivo discutir sobre como tem se dado o jogo de forças nas relações que se estabelecem entre as empresas, os trabalhadores, os órgãos reguladores e a sociedade. O estudo exploratório, com abordagem qualitativa, utilizou análise documental, questionário e entrevistas semiestruturadas com motoristas ligados a associações do Rio de Janeiro/RJ. Tendo como base o referencial teórico-metodológico da Ergologia, e a partir dos espaços micro e macroscópico da vida social, a análise se deu em uma perspectiva tripolar, abarcando os polos referentes à atividade humana, ao mercado e à política. Os resultados apresentam normas antecedentes que vêm sendo construídas sobre este trabalho na relação com as empresas, com os passageiros e entre os próprios motoristas, além de questões trazidas a partir da pandemia de COVID-19. Conclui-se ser necessário não contrapor a evolução tecnológica à conquista de direitos e da saúde dos trabalhadores, sendo imperativo lembrar que nenhuma ação que vise garantir a conciliação entre saúde, trabalho e direitos conseguirá avançar sem contar com uma dinâmica frutífera, e tendencialmente equilibrada, entre os três polos mencionados.

Abstract This paper is the product of an ongoing research's preliminary results with app drivers and aims to discuss how the game of forces has occurred in the relationships established between companies, workers, regulatory bodies, and society. This exploratory qualitative study employed document analysis, a questionnaire, and semi-structured interviews with drivers linked to associations in Rio de Janeiro (RJ), Brazil. The analysis was conducted from a tripolar perspective based on the theoretical-methodological framework of Ergology and social life's micro and macroscopic spaces, encompassing the poles referring to human activity, the market, and politics. The results show a background of norms built on this work about the relationship with companies, passengers, and the drivers themselves, besides issues raised from the COVID-19 pandemic. We can conclude that it is necessary not to counteract technological evolution to achieve workers' rights and health. We should recall that no action aimed at ensuring the reconciliation of health, work, and rights will advance without relying on a fruitful and balanced trend between the three poles mentioned.