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检索条件"主题词=Algorithm Design And Analysis"

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A Heuristic algorithm for Solving Resource Constrained Project Scheduling Problems

A Heuristic Algorithm for Solving Resource Constrained Proje...

引用

IEEE Congress on Evolutionary Computation (CEC)

作者： Chand, Shelvin Singh, Hemant Kumar Ray, Tapabrata Univ New South Wales Sch Engn & Informat Technol Canberra ACT Australia

ISBN: (纸本)9781509046010

Resource constrained project scheduling problem (RCPSP) is one of the classical problems in the area of discrete optimization. In this paper we propose an algorithm for solving RCPSP which relies on an adaptive insertion mutation operator that targets different regions of the search space. Neighbourhoods are exploited via forward-backward iterative local search. Furthermore, the algorithm makes use of an archive to ensure better utilization of the schedule budget. The performance of the approach is analysed across various problem complexities associated with J30, J60 and J120 full instance sets of PSPLib with budgets of 1,000, 5,000 and 50,000 schedules. The study provides insights on the performance of the algorithm i.e. why the performance is good for particular instances and not as good for others.

关键词： Schedules Sociology Statistics algorithm design and analysis Maintenance engineering Job shop scheduling

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designing Associative Memories Implemented via Recurrent Neural Networks for Pattern Recognition

Designing Associative Memories Implemented via Recurrent Neu...

引用

International Joint Conference on Neural Networks (IJCNN)

作者： Ruz-Hernandez, J. A. Suarez-Duran, M. U. Garcia-Hernandez, R. Shelomov, E. Sanchez, E. N. Univ Autonoma Carmen Fac Ingn Cd Carmen Campeche Mexico CINVESTAV IPN Guadalajara Spain

ISBN: (纸本)9781424496365

In this paper a recurrent neural network is used as associative memory for pattern recognition. The goal of associative memory is to retrieve a stored pattern when enough information is presented in the network input. The network is training with twelve bipolar patterns to determine the corresponding weights. The weights are calculated by means of support vector machines training algorithms as the optimal hyperplane and soft margin hyperplane. Once the neural network is trained its performance is evaluated to retrieval stored patterns which correspond to characters encoded as bipolar vectors.

关键词： algorithm design and analysis Associative memory Pattern recognition Recurrent neural networks Support vector machines Training Vectors associative memory design bipolar pattern bipolar vectors content-addressable storage learning (artificial intelligence) network input neural network training optimal hyperplane pattern recognition pattern recognition recurrent neural nets recurrent neural network soft margin hyperplane stored pattern retrieval support vector machines support vector machines training algorithm

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algorithm Optimization Framework for Advanced Driver Assistance Systems

Algorithm Optimization Framework for Advanced Driver Assista...

引用

IEEE International Conference on Consumer Electronics (ICCE)

作者： Janjatovic, Joakim Ostojic, Radivoje Velikic, Gordana Maruna, Tomislav Fac Tech Sci Novi Sad Serbia RT RK LLC Novi Sad Serbia

ISBN: (纸本)9781509055449

With the rapid technology development of systems that assist drivers, the lack of uniform support for efficient algorithm development has emerged. We propose a universal Software Development Kit (SDK) concept with common optimization routines that can be applied to typical Advanced Driver Assistance Systems (ADAS) algorithms. The evaluation confirmed that the SDK decreased execution time for ADAS algorithms and works seamlessly across different embedded architectures.

关键词： Optimization algorithm design and analysis Hardware Software algorithms Libraries Advanced driver assistance systems Vehicles

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Adaptive support of range queries via push-pull algorithms 07

Adaptive support of range queries via push-pull algorithms

引用

21st International Workshop on Principles of Advanced and Distributed Simulation (PADS 2007)

作者： Minson, Rob Theodoropoulos, Georgios Univ Birmingham Sch Comp Sci Birmingham B15 2TT W Midlands England

ISBN: (纸本)9780769528984

In many real time interactive simulations the problem of interest management is that of filtering updates through application-specified range queries. This 'associative' form of memory access is often implemented more simply as a reference memory access pattern by discretising the n-Dimensional space in to 'cells'. Range queries then being mapped on to this discretised form. In this paper we leverage previous work on optimising communication in reference memory access systems to provide the same optimisation to associative memory access systems. We define possible semantics of range queries and present three designs along with an analysis of the problem in various applications domains and a discussion of the viability of our designs for each problem domain.

关键词： Associative memory algorithm design and analysis Switches Filtering algorithms Computer science Computational modeling Computer simulation Adaptive filters Read-write memory Predictive models

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CC-Radix:: a cache conscious sorting based on radix sort 11

CC-Radix:: a cache conscious sorting based on radix sort

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11th Euromicro Conference on Parallel, Distributed and Network-Based Processing

作者： Jiménez-González, D Navarro, JJ Larriba-Pey, JL Univ Politecn Cataluna Comp Architecture Dept E-08034 Barcelona Spain

ISBN: (纸本)0769518753

We focuss on the improvement of data locality for the incore sequential Radix sort algorithm for 32-bit positive integer keys. We propose a new algorithm that we call Cache Conscious Radix sort, CC-Radix. CC-Radix improves the data locality by dynamically partitioning the data set into subsets that fit in cache level L-2. Once in that cache level, each subset is sorted with Radix sort. In order to obtain the best implementations, we analyse the algorithms and obtain the algorithmic parameters that minimize the number of misses on cache levels L-1 and L-2, and the TLB structure. Here, we present results for a MIPS R10000 processor based computer the SGI Origin 2000. Our results show that our algorithm is about 2 and 1.4 times faster than Quicksort and Explicit Block Transfer Radix sort, which is the previous fastest sorting algorithm to our knowledge, respectively.

关键词： algorithm design and analysis Application software Clocks Computer architecture Content addressable storage Contracts Database systems Operating systems Partitioning algorithms Sorting

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A Novel Cloud-based Fuzzy Self-adaptive Ant Colony System

A Novel Cloud-based Fuzzy Self-adaptive Ant Colony System

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4th International Conference on Natural Computation (ICNC 2008)

作者： Li, Zhiyong Wang, Yong Yu, Jianping Zhang, Youjia Li, Xu Hunan Univ Sch Comp & Commun Changsha 410082 Hunan Peoples R China

ISBN: (纸本)9780769533049

An important issue of Ant Colony Optimization (A CO) is how to keep the balance between the exploration in search space regions and the exploitation of the search experience gathered so far By using a more exploitative pseudo-random-proportional selection rule, Ant Colony System (ACS) can obtain better results in experiments. But it is limited by finite search space. In this paper a novel cloud-based fuzzy self-adaptive ant colony system (CFSACS) based on ACS is proposed, in which cloud model is used as the fuzzy membership function and a self-adaptive mechanism is constructed. By using the self-adaptive mechanism and the pheromone updating rule of better solution which is determined by the membership function uncertainly, CFSACS can explore search space more effectively than ACS. The proposed CFSACS is demonstrated to be convergent by analyzing the probability model of it. Moreover the simulation results show that the CFSACS is more effective than both ACS and MMAS.

关键词： Fuzzy systems Space exploration Convergence Ant colony optimization algorithm design and analysis Cloud computing Traveling salesman problems Computational modeling Insects Distributed computing

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The Semantics of Sketch: Flexibility In Visual Query Systems For Time Series Data 11

The Semantics of Sketch: Flexibility In Visual Query Systems...

引用

IEEE Conference on Visual Analytics Science and Technology (VAST)

作者： Correll, Michael Gleicher, Michael Univ Washington Seattle WA 98195 USA Univ Wisconsin Madison WI USA

ISBN: (纸本)9781509056613

Sketching allows analysts to specify complex and free-form patterns of interest. Visual query systems can make use of sketches to locate these patterns of interest in large datasets. However, sketching is ambiguous: the same drawing could represent a multitude of potential queries. In this work, we investigate these ambiguities as they apply to visual query systems for time series data. We define a class of "invariants" - the properties of a time series that the analyst wishes to ignore when performing a sketch-based query. We present the results of a crowd-sourced study, showing that these invariants are key components of how people rate the strength of match between sketch and target. We adapt a number of algorithms for time series matching to support invariants in sketches. Lastly, we present a web-deployed prototype sketch-based visual query system that relies on these invariants. We apply the prototype to data from finance, the digital humanities, and political science.

关键词： Visualization Time series analysis Prototypes Shape Semantics algorithm design and analysis Signal processing algorithms

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Energy Efficient Clustering Using Tree Balancing algorithms in Wireless Sensor Networks 8

Energy Efficient Clustering Using Tree Balancing Algorithms ...

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International Conference on Advanced Technologies for communications (ATC)

作者： Kim, Hyunduk Kim, Chulki Kim, Jaehun Seo, Minah Lee, Seok Lee, Taikjin KIST Sensor Syst Res Ctr Seoul 136791 South Korea

ISBN: (纸本)9781467383745

Various hierarchical clustering schemes have been proposed in order to efficiently maintain the energy consumption of sensor nodes. Most of these schemes, however, are hardly applicable in practice since these schemes might produce unbalanced clusters or randomly distributed clusters without consideration for the distribution of sensor nodes. To overcome the limitations of such hierarchical clustering schemes, we propose a novel scheme called CUTA (Clustering Using Tree-balancing algorithm) that exploits node split and merge algorithms of tree-based indexing structures to efficiently construct clusters. Our extensive performance studies show that CUTA produces highly balanced clustering in an energy efficient way and achieves up to 1.4 times higher performance than the previous clustering schemes, under various operational conditions.

关键词： algorithm design and analysis Clustering algorithms Energy consumption Energy efficiency Merging Protocols Wireless sensor networks

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Annual Meeting of the North-American-Fuzzy-Information-Processing-Society

作者： Wang, SL Kuo, CY Hong, TP I Shou Univ Dept Informat Management Kaohsiung Taiwan

ISBN: (纸本)0780374614

Data mining of association rules from items in transaction databases has been studied extensively in recent years. In order to discover more practical rules, domain knowledge such as taxonomies of items [9] and similarity among items [11] have been considered to produce generalized association rules and similar association rules respectively. However these algorithms deal with only transactions with binary values whereas transactions with quantitative values are more commonly seen in real-world applications. This paper thus proposes a new data-mining algorithm for extracting fuzzy knowledge from transactions stored as quantitative values. The proposed algorithm integrates fuzzy set concepts and the apriori mining algorithm to find fuzzy similar association rules in given transaction data sets where similarity relations are assumed among database items. The rules discovered here thus promote coarser granularity of association rules and exhibit quantitative regularity under similarity relations.

关键词： algorithm design and analysis Association rules Data mining Electronic mail Fuzzy sets Information management Intelligent systems Set theory Taxonomy Transaction databases

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Polygon Auto-construction algorithm Based on Vector External Product of Virtual Arc

Polygon Auto-construction Algorithm Based on Vector External...

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2nd International Symposium on Intelligent Information Technology Application

作者： Yun Ling Yi Ouyang Min Zhang Comp Sci & Informat Engn Zhejiang Gongshang Univ Hangzhou 310012 Zhejiang Peoples R China

ISBN: (纸本)9780769535050

Various vector data to establish topological relation and association are the key issues of Geographic Information System, patch of the surface, that is polygon, whose generation is the core of establishing topology. This paper Put forward auto-construction algorithm is to judge polygon's direction that based on azimuth left turn algorithm. Patch (polygon) auto-construction algorithm calculates azimuth, turning left to construct polygon. In the judge of polygon direction, establishing virtual arcs, calculating all of their relative vector external Product, judging polygonal search direction is left or right, to certify search direction is unique.

关键词： Azimuth algorithm design and analysis Geographic Information Systems Topology Clocks Information technology Application software Computer science Data engineering Turning

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