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检索条件"主题词=Ant algorithm"

共 235 条记录，以下是221-230 订阅

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Exploring Bio-inspired algorithm for Service Discovery in Pervasive Environments

Exploring Bio-inspired Algorithm for Service Discovery in Pe...

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2010 3rd IEEE International Conference on Computer Science and Information Technology—ICCSIT 2010

作者： Xiao Zheng School of Computer Science Anhui University of Technology Maanshan, China Qingyong Wu School of Computer Science Anhui University of Technology Maanshan, China

In pervasive computing, one of the key open challenges is the efficient discovery of the device that provides target services. This paper proposes a novel distributed service discovery algorithm in pervasive computing environments. This method is based on the basic principle of social network and bio-inspired intelligence. It exploits a social behavior and ant inspired query routing mechanism, which views query messages as artificial ants, and utilizes pheromone and social utility as routing hints that direct query messages to nodes owning more services. This paper presents generation and update rule of pheromone, routing policy for artificial ants as well. In order to avoid getting into local optimization, the roulette wheel technique and pheromone limitation policy are used in our algorithm. Simulation results show that our method significantly improves the search quality as well as reduces traffic cost compared with classical approaches, which supports high mobility and is suitable for pervasive environments.

关键词： pervasive computing service discovery ant algorithm social network

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SOLVING EXPERT ASSIGNMENT PROBLEM USING IMPROVED GENETIC algorithm

SOLVING EXPERT ASSIGNMENT PROBLEM USING IMPROVED GENETIC ALG...

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2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)

作者： NA-NA LI BO-YING LIU JUN-HUA GU JIAN-NAN ZHANG School of Computer Science and Technology Tianjin University Tianjin 300072 China Hebei Universit Hebei University of Technology Tianjin 300130 China

Expert assignment is chief and basic work of project review in project management So it is significant to research how to solve expert assignment problem (EAP).In previous papers, we established the mathematical model of expert assignment problem, and proposed genetic algorithm (GA) and GA using heuristic mutation guide by pheromone (HMP) to solve *** it has been proven GA and HMP are effective ways for EAP, they have disadvantages of massive redundancy iteration in later period and inferior local search *** this paper a modification of GA which introduces adaptive mutation to HMP is proposed to solve *** simulation results show that the new algorithm improves the ability of local search and generates solutions of better quality.

关键词： Expert assignment problem Genetic algorithm ant algorithm Adaptive mutation

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Investigating Evaluation Measures in ant Colony algorithms for Learning Decision Tree Classifiers

Investigating Evaluation Measures in Ant Colony Algorithms f...

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IEEE Symposium Series on Computational Intelligence

作者： Khalid M. Salama Ashraf M. Abdelbar Fernando E. B. Otero School of Computing University of Kent Mathematics & Computer Science Department Brandon University

ISBN: (纸本)9781479975617

ant-Tree-Miner is a decision tree induction algorithm that is based on the ant Colony Optimization (ACO) metaheuristic. ant-Tree-Miner_M is a recently introduced extension of ant-Tree-Miner that learns multi-tree classification models. A multi-tree model consists of multiple decision trees, one for each class value, where each class-based decision tree is responsible for discriminating between its class value and all other values present in the class domain (one vs. all). In this paper, we investigate the use of 10 different classification quality evaluation measures in ant-Tree-Miner_M, which are used for both candidate model evaluation and model pruning. Our experimental results, using 40 popular benchmark datasets, identify several quality functions that substantially improve on the simple Accuracy quality function that was previously used in ant-Tree-Miner_M.

关键词： Decision Trees decision tree induction ant colony optimization ant algorithm Classifiers ants

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TRAIN-SET ADJUSTMENT SCHEDULING OF PASSENGER TRAFFIC SPECIAL LINE OPTIMIZATION STUDY

TRAIN-SET ADJUSTMENT SCHEDULING OF PASSENGER TRAFFIC SPECIAL...

引用

第一届交通运输工程国际学术会议

作者： XIE Xiao-song1, PENG Qi-yuan2, REN Qi-liang3, and ZHOU Yong4 School of Traffic and Transportation, Southwest Jiaotong University, Chengdu, China

Train-set adjustment scheduling (TAS)problem is a is a multi-objective programming problem. This paper construct the TAS model to passenger traffic special line, TAS problem is equal to TSP when they are all single objective problem. Then design the corresponding ant algorithm. Finally the case study verifies the effectiveness of algorithm.

关键词： Train-set adjustment scheduling TSP ant algorithm

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Optimal Path Selection of UAV in Daily Maintenance of Expressway Slopes

Optimal Path Selection of UAV in Daily Maintenance of Expres...

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IEEE International Conference on Unmanned Systems (ICUS)

作者： Ping Wang Wubei Yuan Yinli Jin Institute for Transportation Systems Engineering Research Chang’an University Xi’an China School of Electronics and Control Engineering Chang'an University Xi’an China

ISBN: (纸本)9781728137933

Unmanned aerial vehicles (UAVs) have gained special attention in recent years, among others in monitoring and inspection applications. We used UAV to analyze the characteristics of the slopes of Hanning Expressway and designed different aerial photography solutions. Compared with manual inspection, the work efficiency increased by 43.5%. Then, we selected the suspicious damage points as the collection points for the second inspection, and introduced the adjacency matrix to describe the situation between the collection points. We used the ant colony algorithm, simulated annealing algorithm and genetic algorithm to solve the shortest path. The results showed that the simulated annealing algorithm was the optimal algorithm.

关键词： Unmanned aerial vehicle Path planning Simulated annealing algorithm Adjacency matrix simulated annealing algorithm Unmanned Aerial Vehicle drone honey bees Freeway Path planning vehicle ant algorithm optimal path Optimization algorithms

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To Solve Train-Set Scheduling Problem with Considering the Inspection Capacities of Multi-Depots

To Solve Train-Set Scheduling Problem with Considering the I...

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The Fifth Advanced Forum on Transportation of China(第五届中国交通高层论坛 AFTC'2009)

作者： Caichun Zhang Liang Zhu Wei Hua Jianhua Chen School of Traffic and Transportation Beijing Jiaotong UniversityBeijing 100044China Transport and Economics Research Institute China Academy of Railway SciencesBeijing 100081China State Key Laboratory of Rail Traffic Control and Safety Beijing Jiaotong UniversityBeijing100044C

The cost of one train-set is very expensive, so how to minimize the amount of train-sets in use is more critical especially under this new round of economic crisis. Consequently, the train-set operation plan has better to program together with its inspection plan, not to be scheduled by different departments. Hence, the inspection capacities of related depots must be considered as programming the train-set operation plan. Under the regulation of China Railway High-speed (CRH) train-set, a new model is presented to solve train-set scheduling problem which considers the inspection capacities of multi-depots. Several schedulings for the Jing-Jin dedicated passenger line are programmed and the results show that train-set scheduling differs greatly from traditional railway operation and more train-sets are needed than the expectation, but by relaxing the inspection limits, the amount of train-sets in use will decrease.

关键词： train-set scheduling depot inspection capacity ant algorithm

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Research and Realization of Three-dimensional Underground Mine Emergency Rescue Simulation System

Research and Realization of Three-dimensional Underground Mi...

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2012 Third International Conference on Theoretical and Mathematical Foundations of Computer Science(ICTMF 2012)

作者： Dandan Feng Guangwei Yan Zhiwei Zheng Xiaodong Xu School of Control and Computer Engineering North China Electric Power University

The underground mining tragedies happen ***-dimensional mine emergency rescue simulation system has important significances in improving the mine safety of production,management and training *** putting related sensors in key roadway position,it obtains workers position and roadway trafficability *** system used as production safety monitoring at ordinary times and show in three-dimensional *** the mine tragedy occurs,by manually setting parameters such as start point and end point,the system will use improved ant algorithm this paper presented dynamically to find the optimal escape route and alternatives,and conveys escape routes information dynamic planed to the underground workers by hand-held devices,setting direction lamp in roadway intersections,*** paper presents a flood simulation algorithm,and the system provides a stereoscopic virtual scene for users to safety training,improving training quality effectively.

关键词： Three-dimensional simulation ant algorithm Underground mine Emergency rescue

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Route Optimization of the Third Party Steel Distribution System Oriented Shipbuilding Enterprises Based on Multi-Agent

Route Optimization of the Third Party Steel Distribution Sys...

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2016 3rd International Conference on Economic,Business Management and Education Innovation(EBMEI 2016)

作者： Cheng Gu School of Economics and Management Jiangsu University of Science and Technology

The third party steel distribution system oriented shipbuilding enterprises, has remarkable action on forwarding steel pretreatment line, reducing equipment investment cost accordingly,extending the steel supplier chain, promoting the information communication of each link, increasing the transparency of ship steel supply chain management. Multi-Agent system can apply to the third party steel distribution system oriented shipbuilding enterprises, which based on its great interoperability, openness, flexibility, designability, reactivity and reconfigurability, etc. As a part of the third party steel system, the cost of vehicle scheduling can influence the whole system to achieve the goal of implementing production plan of each shipbuilding enterprises, which under request of low-cost, high efficiency and on time, according to the quality, quantity in the same time. This article use mathematical method to describe logistics delivery problem based on Multi-Agent, which toward the third distribution system, then giving the objective function and solving route optimization problem based on ant colony algorithm, in the end, according to Matlab, working out allocation plans meet actual demands.

关键词： The third party steel distribution Multi-agent Route optimization ant algorithm

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Research on 3D-parking scheduling basic on GAAA algorithm

Research on 3D-parking scheduling basic on GAAA algorithm

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2010 International Conference on Measuring Technology and Mechatronics Automation(ICMTMA 2010)(2010年检测技术与机电自动化国际会议)

作者： Xue-song Zhou Mi Tian You-jie Ma Lijin Xu Tianjin University of Technology Tianjin 300384China

ISBN: (纸本)9781424450015;9780769539621

Through the research to the 3D-parking scheduling , bring forward the use of GAAA algorithm to search for the shortest path with shortest time in parking scheduling firstly, the GAAAA algorithm inosculate the Genetic algorithm (GA) and ant algorithm (AA), which make up the shortcoming of GA and AA very well. Furthermore, through the simulation analysis proved that GAAA have better performance than GA in solving efficiency, The use of this kind of parking scheduling of solid garage, it makes the parking scheduling of solid garage step to automation and intelligent more forward.

关键词： solid garage genetic algorithm ant algorithm GAAA

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Cooperation Agent Applications for MKA Based on Grid Computing

Cooperation Agent Applications for MKA Based on Grid Computi...

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2004 International Symposium on Distributed Computing and Applications to Business, Engineering and Science

作者： Xia Huosong Wuhan Institute of Science and Technology,P.R.China,430073

The enterprise marketing knowledge acquisition is more important for effective marketing *** paper discusses the ways and mechanism of the marketing knowledge acquirement and retrieval based on grid *** cooperation agent,multi-agent and mobile agent will have profound impact on *** solve complex problems,these agents must work cooperatively with other agents in a heterogeneous *** ant algorithm for the applications of cooperation agent in marketing knowledge acquirement is *** a multi-agent distributed marketing knowledge acquirement scheme in ant algorithm is constructed according to the hybrid different structure mechanism based on grid *** component of the architecture is analyzed.

关键词： Marketing Knowledge Acquisition(MKA) Grid Computing Cooperation Agent ant algorithm

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