2015
Authors
Rodrigues, AM; Ferreira, JS;
Publication
OPERATIONAL RESEARCH: IO 2013 - XVI CONGRESS OF APDIO
Abstract
Collecting and transporting solid waste is a constant problem for municipalities and populations in general. Waste management should take into account the preservation of the environment and the reduction of costs. The goal with this paper is to address a real-life solid waste problem. The case reveals some general and specific characteristics which are not rare, but are not widely addressed in the literature. Furthermore, new methods and models to deal with sectorization and routing are introduced, which can be extended to other applications. Sectorization and routing are tackled following a two-phase approach. In the first phase, a new method is described for sectorization based on electromagnetism and Coulomb's Law. The second phase addresses the routing problems in each sector. The paper addresses not only territorial division, but also the frequency with which waste is collected, which is a critical issue in these types of applications. Special characteristics related to the number and type of deposition points were also a motivation for this work. A new model for a Mixed Capacitated Arc Routing Problem with Limited Multi-Landfills is proposed and tested in real instances. The computational results achieved confirm the effectiveness of the entire approach.
2015
Authors
Rodrigues, AM; Ferreira, JS;
Publication
NETWORKS
Abstract
This article deals with a real-life waste collection routing problem. To efficiently plan waste collection, large municipalities may be partitioned into convenient sectors and only then can routing problems be solved in each sector. Three diverse situations are described, resulting in three different new models. In the first situation, there is a single point of waste disposal from where the vehicles depart and to where they return. The vehicle fleet comprises three types of collection vehicles. In the second, the garage does not match any of the points of disposal. The vehicle is unique and the points of disposal (landfills or transfer stations) may have limitations in terms of the number of visits per day. In the third situation, disposal points are multiple (they do not coincide with the garage), they are limited in the number of visits, and the fleet is composed of two types of vehicles. Computational results based not only on instances adapted from the literature but also on real cases are presented and analyzed. In particular, the results also show the effectiveness of combining sectorization and routing to solve waste collection problems. (c) 2015 Wiley Periodicals, Inc. NETWORKS, Vol. 65(2), 155-165 2015
2015
Authors
Rodrigues, AM; Ferreira, JS;
Publication
Studies in Big Data
Abstract
Sectorization means dividing a whole into parts (sectors), a procedure that occurs in many contexts and applications, usually to achieve some goal or to facilitate an activity. The objective may be a better organization or simplification of a large problem into smaller sub-problems. Examples of applications are political districting and sales territory division. When designing/comparing sectors some characteristics such as contiguity, equilibrium and compactness are usually considered. This paper presents and describes new generic measures and proposes a new measure, desirability, connected with the idea of preference. © 2015, Springer International Publishing Switzerland.
2015
Authors
Rodrigues, Ana Maria; Soeiro Ferreira, José;
Publication
IO 2015 - XVII Congresso da Associação Portuguesa de Investigação Operacional
Abstract
A Setorização entendida como a divisão de um território em regiões mais pequenas pode apresentar vantagens em problemas de rotas com capacidades. Decidir, a priori, que região atribuir a que veículos, reduz substancialmente a dimensão das instâncias e conduz a resultados que, para além de serem obtidos de forma mais rápida podem expressar o interesse do agente decisor. A introdução de sectores em rotas de veículos permite igualmente lidar com situações de planeamento/calendário e outras restrições. Uma situação real será apresentada onde uma abordagem integrada sectores-rotas foi aplicada.
2015
Authors
Rodrigues, Ana Maria; Soeiro Ferreira, José;
Publication
28th Conference of the European Chapter on Combinatorial Optimization
Abstract
Sectorization means dividing a set of basic units into sectors or parts, a procedure
that occurs in several contexts, such as political, health and school districting,
social networks and sales territory or airspace assignment, to achieve some goal
or to facilitate an activity. This presentation will focus on three main issues:
Measures, a new approach to sectorization problems and an application in waste
collection.
When designing or comparing sectors different characteristics are usually taken
into account. Some are commonly used, and they are related to the concepts
of contiguity, equilibrium and compactness. These fundamental characteristics
will be addressed, by defining new generic measures and by proposing a new
measure, desirability, connected with the idea of preference.
A new approach to sectorization inspired in Coulomb’s Law, which establishes a
relation of force between electrically charged points, will be proposed. A charged
point represents a small region with specific characteristics/values creating relations
of attraction/repulsion with the others (two by two), proportional to the
charges and inversely proportional to their distance. Finally, a real case about sectorization and vehicle routing in solid waste collection
will be mentioned.
2015
Authors
Costa, E; Soares, AL; de Sousa, JP;
Publication
RISKS AND RESILIENCE OF COLLABORATIVE NETWORKS
Abstract
There is growing evidence that internationalization of small and medium enterprises (SMEs) has become a priority to gain competitive advantage. However, SMEs still face major challenges and obstacles during these processes. This paper proposes a model of collaborative networks for internationalization processes of SMEs, mediated by industrial enterprise associations (IEAs), in order to improve decision-making processes. First, a systematic literature review (SLR) was performed to study the impact that networks and collaboration have in the decision-making process of internationalization. Then, the model was developed using adequate information and knowledge management tools. Finally, to understand the relevance of the proposed model, data were gathered through interviews to key persons in companies of the IT/electronics and textile industries. Results showed that collaborative networks can represent an important facilitator in the internationalization of SMEs and that IEAs can have a fundamental role for promoting collaboration in this domain, between associated SMEs.
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