scholarly journals Optimization of the Real-Time Response to Roadside Incidents through Heuristic and Linear Programming

Mathematics ◽  
2021 ◽  
Vol 9 (16) ◽  
pp. 1982
Author(s):  
Roman Buil ◽  
Jesica de Armas ◽  
Daniel Riera ◽  
Sandra Orozco
Keyword(s):  
Linear Programming ◽  
Objective Function ◽  
Open Source ◽  
Real Time ◽  
Real World ◽  
Time Response ◽  
Innovative Approach ◽  
Large Set ◽  
The Real ◽  
Operational Costs

This paper presents a solution for a real-world roadside assistance problem. Roadside incidents can happen at any time. Depending on the type of incident, a specific resource from the roadside assistance company can be sent on site. The problem of allocating resources to these road-side incidents can be stated as a multi-objective function and a large set of constraints, including priorities and preferences, resource capacities and skills, calendars, and extra hours. The request from the client is to a have real-time response and to attempt to use only open source tools. The optimization objectives to consider are the minimization of the operational costs and the minimization of the time to arrive to each incident. In this work, an innovative approach to near-optimally solving this problem in real-time is proposed, combining a heuristic approach and linear programming. The results show the great potential of this approach: operational costs were reduced by 19%, the use of external providers was reduced to half, and the productivity of the resources owned by the client was significantly increased.

Real-Time Unspecified Major Sub-Events Detection in the Twitter Data Stream That Cause the Change in the Sentiment Score of the Targeted Event

2017 ◽  
Vol 12 (4) ◽  
pp. 1-21 ◽  
Author(s):  
Ritesh Srivastava ◽  
M.P.S. Bhatia
Keyword(s):  
Real Time ◽  
Real World ◽  
Virtual Communities ◽  
Change Points ◽  
Time Analysis ◽  
The Real ◽  
Real Time Analysis ◽  
Twitter Data ◽  
Sentiment Score ◽  
Events Detection

Twitter behaves as a social sensor of the world. The tweets provided by the Twitter Firehose reveal the properties of big data (i.e. volume, variety, and velocity). With millions of users on Twitter, the Twitter's virtual communities are now replicating the real-world communities. Consequently, the discussions of real world events are also very often on Twitter. This work has performed the real-time analysis of the tweets related to a targeted event (e.g. election) to identify those potential sub-events that occurred in the real world, discussed over Twitter and cause the significant change in the aggregated sentiment score of the targeted event with time. Such type of analysis can enrich the real-time decision-making ability of the event bearer. The proposed approach utilizes a three-step process: (1) Real-time sentiment analysis of tweets (2) Application of Bayesian Change Points Detection to determine the sentiment change points (3) Major sub-events detection that have influenced the sentiment of targeted event. This work has experimented on Twitter data of Delhi Election 2015.

Augmented Reality Berbasis Android Sebagai Media Pembelajaran Sistem Tata Surya

2021 ◽  
Vol 2 (1) ◽  
pp. 53-59
Author(s):  
Yulia Fatma ◽  
Armen Salim ◽  
Regiolina Hayami
Keyword(s):  
Augmented Reality ◽  
Solar System ◽  
Real Time ◽  
Real World ◽  
Virtual World ◽  
The Real ◽  
Virtual Objects ◽  
Augmented Reality Technology ◽  
The Revolution

Along with the development, the application can be used as a medium for learning. Augmented Reality is a technology that combines two-dimensional’s virtual objects and three-dimensional’s virtual objects into a real three-dimensional’s  then projecting the virtual objects in real time and simultaneously. The introduction of Solar System’s material, students are invited to get to know the planets which are directly encourage students to imagine circumtances in the Solar System. Explenational of planets form and how the planets make the revolution and rotation in books are considered less material’s explanation because its only display objects in 2D. In addition, students can not practice directly in preparing the layout of the planets in the Solar System. By applying Augmented Reality Technology, information’s learning delivery can be clarified, because in these applications are combined the real world and the virtual world. Not only display the material, the application also display images of planets in 3D animation’s objects with audio.

Serverless, FaaS and why organizations need them

2021 ◽  
pp. 1-14
Author(s):  
Irina Astrova ◽  
Arne Koschel ◽  
Marc Schaaf ◽  
Samuel Klassen ◽  
Kerim Jdiya
Keyword(s):  
Real World ◽  
Cloud Service ◽  
Software Architectures ◽  
Service Platform ◽  
New Approach ◽  
The Real ◽  
Operational Costs ◽  
The Future ◽  
Depth Study ◽  
Cloud Service Platform

This paper is aimed at helping organizations to understand what they can expect from a serverless architecture in the future and how they can make sound decisions about the choice between microservice and serverless architectures in the present. A serverless architecture is a new approach to offering services in the cloud. It was invented as a solution to the problem that many organizations are facing today – about 85% of their servers have underutilized capacity, which is proved to be costly and wasteful. By employing the serverless architecture, the organizations get a way to eliminate idle, underutilized servers and thus, to reduce their operational costs. Many cloud providers are now jumping to the serverless world because they know it is going to be the future of software architectures. However, being a new approach, the serverless architecture is still relatively immature – it is in the early stages of its support by cloud service platform providers. This paper provides an in-depth study about the serverless architecture and how to apply FaaS in the real world.

Real-time in the real world

1996 ◽  
Vol 28 (4es) ◽  
pp. 187 ◽  
Author(s):  
Lui Sha
Keyword(s):  
Real Time ◽  
Real World ◽  
The Real

scholarly journals Matrix Games with Interval-Valued 2-Tuple Linguistic Information

Games ◽  
2018 ◽  
Vol 9 (3) ◽  
pp. 62 ◽  
Author(s):  
Anjali Singh ◽  
Anjana Gupta
Keyword(s):  
Linear Programming ◽  
Lower Bound ◽  
Real World ◽  
Upper Bound ◽  
Duality Theorem ◽  
Matrix Game ◽  
Matrix Games ◽  
Linguistic Information ◽  
The Real ◽  
Interval Valued

In this paper, a two-player constant-sum interval-valued 2-tuple linguistic matrix game is construed. The value of a linguistic matrix game is proven as a non-decreasing function of the linguistic values in the payoffs, and, hence, a pair of auxiliary linguistic linear programming (LLP) problems is formulated to obtain the linguistic lower bound and the linguistic upper bound of the interval-valued linguistic value of such class of games. The duality theorem of LLP is also adopted to establish the equality of values of the interval linguistic matrix game for players I and II. A flowchart to summarize the proposed algorithm is also given. The methodology is then illustrated via a hypothetical example to demonstrate the applicability of the proposed theory in the real world. The designed algorithm demonstrates acceptable results in the two-player constant-sum game problems with interval-valued 2-tuple linguistic payoffs.

A revenue-equivalence theorem for electricity auctions

2004 ◽  
Vol 41 (02) ◽  
pp. 299-312 ◽  
Author(s):  
Juri Hinz
Keyword(s):  
Real Time ◽  
Electricity Markets ◽  
Real World ◽  
Electricity Market ◽  
Equivalence Theorem ◽  
Revenue Equivalence ◽  
The Real ◽  
Electricity Auctions ◽  
Key Features ◽  
Total Payment

The purpose of this paper is to analyse the real-time trading of electricity. We address a model for an auction-like trading which captures key features of real-world electricity markets. Our main result establishes that, under certain conditions, the expected total payment for electricity is independent of the particular auction type. This result is analogous to the revenue-equivalence theorem known for classical auctions and could contribute to an improved understanding of different electricity market designs and their comparison.

Successful Real-Time Optimization of a Highly Complex, Integrated Gas System: Intelligent Energy in the Real World

2012 ◽  
Author(s):  
Derek Gobel ◽  
Jan Briers ◽  
Frank de Boer ◽  
Ron Cramer ◽  
Kok-Lam Lai ◽  
...  
Keyword(s):  
Real Time ◽  
Real World ◽  
The Real ◽  
Time Optimization ◽  
Gas System ◽  
Real Time Optimization

scholarly journals Kafkaesque worlds in real time

2010 ◽  
Vol 19 (2) ◽  
pp. 151-171 ◽  
Author(s):  
Emily Troscianko
Keyword(s):  
Visual Perception ◽  
Real Time ◽  
Real World ◽  
Perceptual Experience ◽  
Just In Time ◽  
The Real ◽  
Linear Fashion ◽  
The World ◽  
Fictional Worlds

We read in a linear fashion, page by page, and we seem also to experience the world around us thus, moment by moment. But research on visual perception shows that perceptual experience is not pictorially representational: it does not consist in a linear, cumulative, totalizing process of building up a stream of internal picture-like representations. Current enactive, or sensorimotor, theories describe vision and imagination as operating through interactive potentiality. Kafka’s texts, which evoke perception as non-pictorial, provide scope for investigating the close links between vision and imagination in the context of the reading of fiction. Kafka taps into the fundamental perceptual processes by which we experience external and imagined worlds, by evoking fictional worlds through the characters’ perceptual enaction of them. The temporality of Kafka’s narratives draws us in by making concessions to how we habitually create ‘proper’, linear narratives out of experience, as reflected in traditional Realist narratives. However, Kafka also unsettles these processes of narrativization, showing their inadequacies and superfluities. Kafka’s works engage the reader’s imagination so powerfully because they correspond to the truth of perceptual experience, rather than merely to the fictions we conventionally make of it. Yet these texts also unsettle because we are unused to thinking of the real world as being just how these truly realistic, Kafkaesque worlds are: inadmissible of a complete, linear narrative, because always emerging when looked for, just in time.

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