RADIAL BASIS FUNCTION NETWORK CONFIGURATION USING GENETIC ALGORITHMS

 TÂM CỦA RBF ACTIVATION FUNCTIONS  HỆ SỐ TRẢI CỦA HÀM ACTIVATION- GAUSSIAN RBF  WEIGHTS CỦA CÁC HIDDEN NEURON  CÁC GIẢI THUẬT HỌC KHÁC NHAU CÓ THỂ ĐƯỢC DÙNG CHO QUÁ TRÌNH HỌC CÁC THA[r]

This article highlights a robust adaptive tracking control approach for a nonholonomic wheeled mobile robot by which the bad problems of both unknown slippage and uncertainties are dealt with. The radial basis function neural network in this proposed controller assists unknown smooth nonlinear dynam[r]

Bài báo này trình bày phương pháp nhận dạng hệ thống phi tuyến MIMO (MultipleInput-Multiple-Output) sử dụng mạng nơ - ron RBF (Radial Basis Function Neural Networks). Phương pháp này được ứng dụng để nhận dạng đối tượng robot di động đa hướng (Omni-Directional Mobile Robot). Đây là một loại robot ho[r]

The identification of copy number variants (CNVs) is essential to study human genetic variation and to understand the genetic basis of mendelian disorders and cancers. At present, genome-wide detection of CNVs can be achieved using microarray or second generation sequencing (SGS) data.

Comparison between crossover and mutation operators was also performed to confirm which plays a more important role in the genetic search. Genetic algorithms were tested in the following two cases: (i) fix mutation ratio as 0 and vary crossover ratio from 0.1 to 0.9; (ii) fix cr[r]

This paper deals with approximating the time fractional Tricomi-type model in the sense of the Caputo derivative. The model is often adopted for describing the anomalous process of nearly sonic speed gas dynamics. The temporal semi-discretization is computed via a finite difference algorithm, while[r]

V. EXPERIMENTAL RESULTS
In this section, we demonstrate the capabilities of the proposed PZMI-RBFN approach in classifying seven facial expressions. The proposed method is evaluated in terms of its classification performance using the JAFFE female facial expression[r]

The survivors of test cases to the next generation are chosen according to the fitness function, which is a measurement function used to calculate the distances between[r]

This study presents a novel application of mesh-free method using the smoothed-radial basis functions for the computational homogenization analysis of materials. The displacement field corresponding to the scattered nodes within the representative volume element (RVE) is split into two parts includi[r]

Một khi chương trình listener đã hoạt động kết nối từ máy client của bạn gửi đến đúng địa chỉ máy Server sẽ được chuyển cho listener kiểm tra nếu đạt yêu cầu máy Server sẽ chấp nhận cho [r]

Một khi chương trình listener đã hoạt động kết nối từ máy client của bạn gửi đến đúng địa chỉ máy Server sẽ được chuyển cho listener kiểm tra nếu đạt yêu cầu máy Server sẽ chấp nhận cho [r]

...51 2.13 Refined IGAs with separate evolution of new elements...57 3.1 Pseudocode of IGAs for new class acquisition...60 TRANG 10 List of Figures ix 3.3 Pseudocodes for the formation o[r]

Lecture Computer networks 1 - Lecture 5: Network layer has contents: The network layer design issues, routing algorithms, congestion control algorithms, quality of services... and other contents.

The GA optimisation approach is one of a family of heuristic optimisation tech- niques that has been demonstrated to converge to the optimal solution for many diverse, difficult problems, although optimality cannot always be guaranteed. The ability of the GA to efficiently find good solutions often[r]

Lecture Computer networks 1 - Lecture 6: Network layer has contents: The network layer design issues, routing algorithms, congestion control algorithms, quality of services, the network layer in the Internet,... and other contents.

III – CÁC HOẠT ĐỘNG DẠY- HỌC CHỦ YẾU: GIÁO VIÊN GV HỌC SINH HS 1.. Hướng dẫn mẫu: - Hướng dẫn sơ lại qui trình gấp cái quạt.[r]

Genetic operators using the real-valued representation are also suggested, and the objective function is defined in consideration of the coverage, the transmitted power of base station a[r]

RFC 1195 explicitly forbids the use of External IP Reachability TLVs in Level 1. RFC 2966 loosens that restriction as well and allows injecting external information, such as from another routing protocol (RIP, OSPF, BGP, statics), into IS-IS as well. This is par- ticular useful when networked-techno[r]