检索结果-内蒙古大学图书馆

13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)

作者： Yang, Zhiguo Zhang, Jiyuan Zhou, Wei Peng, Xuyu Zunyi Normal Coll Informat Engn Inst Zunyi 563006 Guizhou Peoples R China 2 Middle Sch Hongjiang Dist Huaihua 418200 Hunan Peoples R China Zunyi Normal Coll Dept Comp Sci Zunyi 563006 Guizhou Peoples R China

ISBN: (纸本)9781538621653

As the bat algorithm (BA) is slow in convergence and the Hooke-Jeeves algorithm is easy to be trapped into local optimization, this paper combines advantages of the two algorithms and comes up with a hybrid algorithm called Hooke-Jeeves bat algorithm to solve nonlinear equations. Hooke-Jeeves bat algorithm not only is capable of searching the globally optimal solution, but also can realize local fine search. Experimental results show that Hooke-Jeeves bat algorithm is an effective optimization method for solving nonlinear equations and can be applied to the settlement of other unconstrained optimization problems.

关键词： nonlinear equations bat algorithm Hooke-Jeeves algorithm hybrid algorithm global optimization

来源：评论

学校读者我要写书评

暂无评论

A discrete bat algorithm for the Vehicle Routing Problem with time windows 10

A discrete Bat algorithm for the Vehicle Routing Problem wit...

引用

10th International Colloquium on Logistics and Supply Chain Management (LOGISTIQUA)

作者： Taha, Anass Hachimi, Mohamed Moudden, Ali Ibn Zohr Univ Fac Sci Agadir Morocco Ibn Zohr Univ Fac Jurid Sci Econ & Social Agadir Morocco

ISBN: (纸本)9781538608753

bat algorithm (BA) is a new bio-inspired metaheuristic based on the echolocation behavior of microbats when searching for their prey in nature. Since its first implementation in 2010, BA has been used to solve a broad range of continuous optimization problems. In this paper, we present a new hybrid algorithm that executes a discrete version of the bat algorithm in combination with the Large Neighborhood Search (LNS) framework to solve the well-known Vehicle Routing Problem with Time Windows (VRPTW). Our proposed algorithm, named BA-LNS aims at enhancing the performance of the discrete BA using the destroy and repair paradigm of the LNS, allowing the bat to discover a large part of the solution space. To justify that our proposal is a promising approximation algorithm, we tested its performance on 56 instances of Solomon's benchmark and compared the convergence with the best-known solutions in the literature. Computational results indicate that our proposed approach has a satisfactory performance in solving VRPTW instances.

关键词： bat algorithm Large neighborhood search Ruin and recreate Vehicle routing problem with time windows

来源：评论

学校读者我要写书评

暂无评论

A Novel Modified bat algorithm for Global Optimization

A Novel Modified Bat Algorithm for Global Optimization

引用

International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)

作者： Singh, Deepika Salgotra, Rohit Singh, Urvinder Thapar Univ Dept Elect & Commun Patiala Punjab India

ISBN: (纸本)9781509032945

bat algorithm (BA) is a recently introduced Meta heuristic algorithm which mimics the echolocation behavior of micro-bats. In this paper, modified bat algorithm (MBA) is presented whose focus is to increase the exploration capability of BA and improve its consistency in finding global optima. The proposed version is tested on standard benchmark problems and is compared with standard state-of-art algorithms. Experimental results show that MBA is comparatively better than BA, flower pollination algorithm (FPA), differential evolution (DE) and bat flower pollinator (BFP).

关键词： bat algorithm differential evolution flower pollination algorithm modified bat algorithm benchmark problems optimization algorithms

来源：评论

学校读者我要写书评

暂无评论

Simplex-bat algorithm for Solving System of Non-linear Equations 13

Simplex-Bat Algorithm for Solving System of Non-linear Equat...

引用

13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)

作者： Yang, Maoqiang Ruan, Xuexian Zhou, Wei Peng, Xuyu Zunyi Normal Univ Dept Informat Engn Zunyi 563002 Guizhou Peoples R China Zunyi Normal Univ Informat Engn Inst Zunyi Peoples R China 2 Middle Sch Hongjiang Dist Huaihua 418200 Hunan Peoples R China Zunyi Normal Univ Dept Comp Sci Zunyi 563006 Guizhou Peoples R China

ISBN: (纸本)9781538621653

In consideration of the fact that bat algorithm (BA) is sensitive to the initial values and simplex algorithm (SA) could often easily fall into local optimal, simplex-bat algorithm is put forward in this paper to solve systems of non-linear equations based on the respective advantages of both algorithms. Such a hybrid algorithm does not only give full play to BA's global searching ability but also make full use of SA's local searching ability. The results of simulation experiments show that this hybrid algorithm can be used to find the roots of all sorts of systems of non-linear equations with high accuracy, and moreover, with strong robustness and fast convergence rate, and therefore, it is indeed an effective method to solve system of non-linear equations.

关键词： system of non-linear equation simplex algorithm bat algorithm hybrid algorithm optimization

来源：评论

学校读者我要写书评

暂无评论

Feature selection for face recognition using DCT-PCA and bat algorithm

引用

International Journal of Information Technology (Singapore) 2017年第4期9卷 411-423页

作者： Preeti Kumar, Dinesh Research Scholar GJUS&T Hisar Haryana India Department of CSE GJUS&T Hisar Haryana India

Though the face recognition systems do not impose any constraints on users and also possess several advantages. Despite that, these still present some challenges such as facial expressions, sad, pose, illumination, age changes, and noise etc. There is a need to develop such method that copes with these challenges and yields better results. This paper makes use of DCT-PCA combination to reduce the dimensionality and extract the features followed by bat algorithm to yield a set of features that proves to be the best for face recognition under uncontrolled environment. On comparison with other meta-heuristics such as GA, PSO, and CS, the results disclose that the proposed method outperforms others even in the existence of noise also. © 2017, Bharati Vidyapeeth's Institute of Computer Applications and Management.

关键词： bat algorithm Cuckoo search Face recognition Genetic algorithm Metaheuristic Particle swarm optimization

来源：评论

学校读者我要写书评

暂无评论

Fault Section Location Method Based on Fuzzy Self-Correction bat algorithm in Non-solidly Earthed Distribution Network 2

Fault Section Location Method Based on Fuzzy Self-Correction...

引用

2nd International Conference on Power and Renewable Energy (ICPRE)

作者： Jiang, Kai Tong, Xiaoyang Southwest Jiaotong Univ SWJTU Sch Elect Engn Chengdu Sichuan Peoples R China

ISBN: (纸本)9781538621561

In order to solve the problem that the fault feature is not obvious for fault section location in non-solidly earthed distribution network, a new fault feature extraction method based on fuzzifying zero-mode current was presented. Zero-mode current signals are acquired by feeder terminal equipment. According to the comparison of the zero-mode current of each equipment and the first feeder terminal equipment, an appropriate fuzzy membership function is constructed to extract the feature of the zero-mode current. And a fuzzy self-correction bat algorithm was presented to solve the problem of fault sections location in distribution network. Based on fuzzy reasoning mechanism, a membership function was established to respond to the own fitness of bats. By introducing the concept of speed factor, bats could modify its value of velocity factor according to the current membership function value in each process of optimization. The algorithm can avoid trapping in local optimum and strengthen the global search ability. Finally the analysis of examples demonstrated the fault sections can be accurately located by using this method and the modified bat algorithm can obviously improve the searching speed.

关键词： non-solidly earthed distribution network fault section location zero-mode current fuzzy membership bat algorithm

来源：评论

学校读者我要写书评

暂无评论

Utilizing bat algorithm to Optimize Membership Functions for Fuzzy Association Rules Mining 1

引用

28th International Conference on Database and Expert Systems Applications (DEXA)

作者： Song, Anping Song, Jiaxin Ding, Xuehai Xu, Guoliang Chen, Jianjiao Shanghai Univ Sch Comp Engn & Sci Shanghai Peoples R China Univ Miami Sylvester Miller Canc Ctr Sch Med Coral Gables FL 33124 USA

ISBN: (数字)9783319644684

ISBN: (纸本)9783319644684;9783319644677

In numerous studies on fuzzy association rules mining, membership functions are usually provided by experts. It is unrealistic to predefine appropriate membership functions for every different dataset in real-world applications. In order to solve the problem, metaheuristic algorithms are applied to the membership functions optimization. As a popular metaheuristic method, bat algorithm has been successfully applied to many optimization problems. Thus a novel fuzzy decimal bat algorithm for association rules mining is proposed to automatically extract membership functions from quantitative data. This algorithm has enhanced local and global search capacity. In addition, a new fitness function is proposed to evaluate membership functions. The function takes more factors into account, thus can assess the number of obtained association rules more accurately. Proposed algorithm is compared with several commonly used metaheuristic methods. Experimental results show that the proposed algorithm has better performance, and the new fitness function can evaluate the quality of membership functions more reasonably.

关键词： bat algorithm Fuzzy association rules Membership functions

来源：评论

学校读者我要写书评

暂无评论

Autonomous Coordinated Navigation of Virtual Swarm Bots in Dynamic Indoor Environments by bat algorithm 8th

Autonomous Coordinated Navigation of Virtual Swarm Bots in D...

引用

8th International Conference on Swarm Intelligence (ICSI)

作者： Suarez, Patricia Galvez, Akemi Iglesias, Andres Univ Cantabria Dept Appl Math & Computat Sci Ave Castros S-N E-39005 Santander Spain Toho Univ Fac Sci Dept Informat Sci Narashino Campus2-2-1 Miyama Funabashi Chiba 2748510 Japan

ISBN: (纸本)9783319618333;9783319618326

Autonomous navigation (i.e., without human intervention) in indoor spaces such as houses and office buildings has many important applications;for instance, in areas affected by building collapse due to natural or artificial disasters. However, it is also a difficult task because any prescribed trajectory can be suddenly interrupted by unexpected obstacles. Arguably, a group of simple autonomous drones driven by swarm intelligence might be more efficient than a sophisticated robot for navigation within such environments. Based on this idea, this work presents a method that applies a powerful swarm intelligence technique called bat algorithm to the autonomous coordinated navigation of a swarm of virtual bots in dynamic indoor environments. Some computational experiments are conducted to test the performance of this approach.

关键词： Swarm intelligence bat algorithm Autonomous coordinated navigation Dynamic indoor scenes Virtual swarm bots

来源：评论

学校读者我要写书评

暂无评论

Coaxial Helicopter Optimum Dynamics Design Based on Multi-objective bat algorithm and Experimental Validation 8

Coaxial Helicopter Optimum Dynamics Design Based on Multi-ob...

引用

8th International Conference on Mechanical and Aerospace Engineering (ICMAE)

作者： Li, Liang Chen, Ming Cao, Fei Ma, Yimin Beihang Univ Sch Aeronaut Sci & Engn Beijing 100191 Peoples R China

ISBN: (纸本)9781538633069

The objective of the study is to determine an optimal flap damping configuration and flapping hinge location to achieve minimum hub and fuselage vibration levels simultaneously. An aeroelastic analysis of two soft in-plane two-bladed rotor is performed in conjunction with optimal control. A multi-objective bat algorithm (MOBA) approach was used to obtain the optimal design point. Under constraint conditions of meeting flight performance requirements, calculating the general parameters makes the objective function optimal. Objective functions include hub and fuselage vibration levels. It was found that MOBA inspired Pareto optimal flapping hinges design reduces hub vibration levels by 63% and fuselage vibration levels by 57% in comparison with the baseline design. The result was validated on an F300 Coaxial helicopter at the Beihang University.

关键词： coaxial helicopter dynamics optimization flap damping bat algorithm

来源：评论

学校读者我要写书评

暂无评论

Signal Distribution Optimization for Cabin Visible Light Communications by Using Weighted Search bat algorithm 3

Signal Distribution Optimization for Cabin Visible Light Com...

引用

3rd IEEE International Conference on Computer and Communications (ICCC)

作者： Yang, Ming Wang, Aimin Sun, Geng Liang, Shuang Zhang, Jin Wang, Fan Jilin Univ Coll Comp Sci & Technol Changchun 130012 Jilin Peoples R China Jilin Univ Minist Educ Key Lab Symbol Computat & Knowledge Engn Changchun 130012 Jilin Peoples R China Georgia Inst Technol Sch Elect & Comp Engn Atlanta GA 30332 USA Xinhua News Agcy Jilin Branch Changchun 130012 Jilin Peoples R China

ISBN: (纸本)9781509063529

With increasing demand for travelling, high-quality network service is important to people in vehicle cabins. Visible light communication (VLC) system is more appropriate than wireless local area network considering the security, communication speed, and narrow shape of the cabin. However, VLC exhibits technical limitations, such as uneven distribution of optical signals. In this regard, we propose a novel weight search bat algorithm (WSBA) to calculate a set of optimal power adjustment factors to reduce fluctuation in signal distributions. Simulation results show that the fairness of signal distribution in the cabin optimized by WSBA is better than that of the non-optimized signal distribution. Moreover, the coverage rate of WSBA is higher than that of genetic algorithm and particle swarm optimization.

关键词： cabin communication visible light communication coverage optimization bat algorithm

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：