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Learning to Schedule Webpage Updates Using Genetic Programming

by Aécio S. R. Santos, Nivio Ziviani, Jussara Almeida, Cristiano R. Carvalho, Edleno S. De Moura, Altigran S. Da Silva
"... Abstract. A key challenge endured when designing a scheduling policy regarding freshness is to estimate the likelihood of a previously crawled webpage being modified on the web. This estimate is used to define the order in which those pages should be visited, and can be explored to reduce the cost o ..."
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of monitoring crawled webpages for keeping updated versions. We here present a novel approach to generate score functions that produce accurate rankings of pages regarding their probability of being modified when compared to their previously crawled versions. We propose a flexible framework that uses genetic

Evolving Scheduling Policies through a Genetic Programming Framework

by Christos Dimopoulos, Ali Ms Zalzala
"... In this paper we investigate the potential use of Genetic Programming for the solution of the one-machine total tardiness problem, which has been the subject of academic research for almost four decades. To our ..."
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In this paper we investigate the potential use of Genetic Programming for the solution of the one-machine total tardiness problem, which has been the subject of academic research for almost four decades. To our

Materials for an exploratory theory of the network society.

by Manuel Castells , Anthony Giddens , Alain Touraine , Anthony Smith , Benjamin Barber , Peter Hall , Roger-Pol Droit , Sophie Watson , Frank Webster , Krishan Kumar , David Lyon , Craig Calhoun , Jeffrey Henderson , Ramon Ramos , Jose E Rodrigues-Ibanez , Jose F Tezanos , Mary Kaldor , Stephen Jones , Christopher Freeman - The British Journal of Sociology , 2000
"... ABSTRACT This article aims at proposing some elements for a grounded theor y of the network society. The network society is the social structure characteristic of the Information Age, as tentatively identi ed by empirical, cross-cultural investigation. It permeates most societies in the world, in v ..."
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in this paper: they rely on data and sources presented in the updated version of my trilogy (Castells 2000a). For the sake of clarity, I will rst present the conceptual framework I use in my analysis of social structure. I will then proceed to enumerate the main transformations taking place in social structures

Application of Genetic Algorithms for LET-based Communication Scheduling

by Johannes Pletzer, Josef Templ, Johannes Pletzer, Josef Templ
"... We propose a genetic algorithm for communication scheduling for distributed, time-triggered real-time systems. It is designed for systems based on the Logical Execution Time (LET) programming paradigm which enables the platform independent description of the timing behavior of such systems. We alrea ..."
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We propose a genetic algorithm for communication scheduling for distributed, time-triggered real-time systems. It is designed for systems based on the Logical Execution Time (LET) programming paradigm which enables the platform independent description of the timing behavior of such systems. We

A Framework for Parallel Genetic Algorithms on PC Cluster

by Guangzhong Sun, Guoliang Chen
"... Abstract:- Genetic algorithms (GAs) is a kind of powerful method for solving complex problems. Generally, parallel computing is used together with GAs to achieve better execution time and there exist several models for Parallel Genetic Algorithms (PGAs), such as master-salve model and island model. ..."
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. Currently, PC cluster is the common architecture for parallel computing with high performance-price-ratio. In this paper, we choose island model for implement PGA on PC cluster and present a novel framework for PGAs (FPGA-Cluster) using updated island model on PC cluster. A GA program can be translated to a

Evolving Hierarchical and Recursive Teleo-reactive Programs through Genetic Programming

by Mykel J. Kochenderfer - Programming, EuroGP 2003, LNCS 2610 , 2003
"... Teleo-reactive programs and the triple tower architecture have been proposed as a framework for linking perception and action in agents. The triple tower architecture continually updates the agent’s knowledge of the world and evokes actions according to teleo-reactive control structures. This paper ..."
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Teleo-reactive programs and the triple tower architecture have been proposed as a framework for linking perception and action in agents. The triple tower architecture continually updates the agent’s knowledge of the world and evokes actions according to teleo-reactive control structures. This paper

Instruction-Matrix-Based Genetic Programming

by Gang Li, Student Member, Jin Feng Wang, Kin Hong Lee, Senior Member, Kwong-sak Leung, Senior Member
"... Abstract—In genetic programming (GP), evolving tree nodes separately would reduce the huge solution space. However, tree nodes are highly interdependent with respect to their fitness. In this paper, we propose a new GP framework, namely, instruction-matrix (IM)-based GP (IMGP), to handle their inter ..."
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Abstract—In genetic programming (GP), evolving tree nodes separately would reduce the huge solution space. However, tree nodes are highly interdependent with respect to their fitness. In this paper, we propose a new GP framework, namely, instruction-matrix (IM)-based GP (IMGP), to handle

Flexible scheduling for dataflow audio processing

by Neil Burroughs, Adam Parkin, George Tzanetakis - Proc. ICMC , 2006
"... The notions of audio and control rate have been a pervasive feature of audio programming languages and environments. Real-time computer music systems depend on schedulers to coordinate and order the execution of many tasks over the course of time. In this paper we describe the scheduling infrastruct ..."
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The notions of audio and control rate have been a pervasive feature of audio programming languages and environments. Real-time computer music systems depend on schedulers to coordinate and order the execution of many tasks over the course of time. In this paper we describe the scheduling

A mixture-of-experts framework for adaptive Kalman filtering

by Wassim S. Chaer, Robert H. Bishop, Joydeep Ghosh - 894 IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS VOL , 1998
"... Abstract — This paper proposes a modular and flexible approach to adaptive Kalman filtering using the framework of a mixture-of-experts regulated by a gating network. Each expert is a Kalman filter modeled with a different realization of the unknown system parameters such as process and measurement ..."
Abstract - Cited by 26 (3 self) - Add to MetaCart
a modified maximum likelihood function to update the parameters of the best performing filter in the bank. This particular approach to parameter adaptation allows a real-time implementation. The second algorithm uses a genetic algorithm to search for the parameter vector and is suited for post

Active Mask Framework for Segmentation of Fluorescence Microscope Images

by Gowri Srinivasa, Advisor Prof, Prof Matthew, C. Fickus, Prof Adam, D. Linstedt, Prof Robert, F. Murphy
"... m]]l]]s¶D]]¿÷mB]iv]b]oD]m¶¨]iv]§]iv]r]j]t¿rv]]irj]]t]]m] / | ap]]r¿]ÎNy]s¶D]]mb¶r]ix} Û]Ix]]rd]mb]} p—N]t]o%ism] in]ty]m] / || Û]Is]¡uÎc]rN]]riv]nd]p]*N]m]st¶ I always bow to Śri ̄ Śāradāmbā, the limitless ocean of the nectar of compassion, who bears a rosary, a vessel of nectar, the symbol of ..."
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of knowledge and a book in Her lotus hands. Dedicated to the Lotus Feet of the revered Sadguru. This thesis presents a new active mask (AM) framework and an algorithm for segmenta-tion of digital images, particularly those of punctate patterns from fluorescence microscopy. Fluorescence microscopy has greatly
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