In this article we consider a certain sub class of Integer Equal Flow problem, which are known NP hard. Currently there exist no direct solutions for the same. It is a common problem in various inventory management systems. Here we discuss a local minima solution...

["Data Science","Optimization Theory and Computation","Theory and Formal Methods"]

The optimal selection of a natural reserve (OSRN) is an optimisation problem with a binary domain. To solve this problem the metaheuristic algorithm Particle Swarm Optimization (PSO) has been chosen. The PSO algorithm has been designed to solve problems in real...

["Adaptive and Self-Organizing Systems","Algorithms and Analysis of Algorithms","Artificial Intelligence","Autonomous Systems","Optimization Theory and Computation"]

The process of inferring a full haplotype of a cell is known as haplotyping, which consists in assigning all heterozygous Single Nucleotide Polymorphisms (SNPs) to exactly one of the two chromosomes. In this work, we propose a novel computational method for haplotype...

["Bioinformatics","Computational Biology","Artificial Intelligence","Distributed and Parallel Computing","Optimization Theory and Computation"]

Data mining is one of the main activities in bioinformatics, specifically to extract knowledge from massive data sets related with gene expression measurement, CNV, DNA strings, and others. A long array of methods are used to perform such task, ranging from the...

["Bioinformatics","Computational Biology","Algorithms and Analysis of Algorithms","Data Mining and Machine Learning","Optimization Theory and Computation"]

The man-machine integration era (MMIE) is marked by sensor ubiquity, whose readings map human beings to finite numbers. These numbers processed by continuously changing, optimizing/learning, finite precision, closed loop, distributed systems are used to drive decisions...

["Human-Computer Interaction","Adaptive and Self-Organizing Systems","Emerging Technologies","Optimization Theory and Computation","Software Engineering"]

Time-series are an important aspect of environmental modelling, and are becoming more available through the requirements of the water framework directive as well as more important with the advancement of numerical simulation techniques and increased model complexity....

["Data Science","Databases","Optimization Theory and Computation","Scientific Computing and Simulation"]

We consider the problem of detecting and quantifying the periodic component of a function given noise-corrupted observations of a limited number of input/output tuples. Our approach is based on Gaussian process regression which provides a flexible non-parametric...

["Data Mining and Machine Learning","Optimization Theory and Computation"]

An object-oriented computational framework for the transformation of colour data and colour metric tensors is presented. The main idea of the design is to represent the transforms between spaces as compositions of objects from a class hierarchy providing the methods...

["Computer Vision","Graphics","Optimization Theory and Computation","Scientific Computing and Simulation","Software Engineering"]

The set \(S\) of \(\left(\frac{N}{2^i}\right)\)-distance graphs of order \(N\) cycle graphs \(\mathbb{C}_N\) is defined here as \[S = \left\{ s_i= \bigcup_1^{\frac{N}{2^i}} \mathbb{C}_{2^i} \quad\Bigg\vert\quad i=1,2, \dots, \log N\right\},\] where w.o.l.o.g. \(N=2^k\),...

["Computer Networks and Communications","Distributed and Parallel Computing","Optimization Theory and Computation"]

Whole genome bisulfite sequencing (WGBS) is the current method of choice to obtain the methylation status of each single CpG dinucleotide in a genome. The typical analysis asks for regions that are differentially methylated (DMRs) between samples of two classes,...

["Bioinformatics","Computational Biology","Optimization Theory and Computation"]

The biggest cost of computing with large matrices in any modern computer is related to memory latency and bandwidth. The average latency of modern RAM reads is 150 times greater than a clock step of the processor (Alted, 2010). Throughput is a little better but...

["Algorithms and Analysis of Algorithms","Databases","Optimization Theory and Computation","Scientific Computing and Simulation","Programming Languages"]

A PeerJ Preprint is a draft of an article, abstract, or poster that has not yet been peer-reviewed for formal publication. Submit a draft, incomplete, or final version of your work for free.

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I told my colleagues that PeerJ is a journal where they need to publish if they want their paper to be published quickly and with the strict peer review expected from a good journal.