NOVEL MLP NEURAL NETWORK WITH HYBRID TABU SEARCH ALGORITHM

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Novel Mlp Neural Network with Hybrid Tabu Search Algorithm

In this paper, we propose a new global and fast Multilayer Perceptron Neural Network (MLP-NN) which can be used to forecast the automotive price. Nowadays, the gradient-based techniques, such as back propagation, are widely used for training neural networks. These techniques have local convergence results and, therefore, can perform poorly even on simple problems when forecasting is out of samp...

متن کامل

Tabu-KM: A Hybrid Clustering Algorithm Based on Tabu Search Approach

  The clustering problem under the criterion of minimum sum of squares is a non-convex and non-linear program, which possesses many locally optimal values, resulting that its solution often falls into these trap and therefore cannot converge to global optima solution. In this paper, an efficient hybrid optimization algorithm is developed for solving this problem, called Tabu-KM. It gathers the ...

متن کامل

Hybrid Approaches Tabu Learning Algorithm Based Neural Network

Tabu search is a global search algorithm which is popular in recent years [F. Glover, 1989, 1990, 1997]. The main principle of tabu search is that it has some memory of the states that has already been investigated and it does not revisit those states. It considers the set of all possible neighbor states and takes the best one, but it will also take the best move in the neighborhood which might...

متن کامل

An Improved Tabu Search Algorithm for Job Shop Scheduling Problem Trough Hybrid Solution Representations

Job shop scheduling problem (JSP) is an attractive field for researchers and production managers since it is a famous problem in many industries and a complex problem for researchers. Due to NP-hardness property of this problem, many meta-heuristics are developed to solve it. Solution representation (solution seed) is an important element for any meta-heuristic algorithm. Therefore, many resear...

متن کامل

A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem

This paper deals with the problem of nurse rostering in Belgian hospitals. This is a highly constrained real world problem that was (until the results of this research were applied) tackled manually. The problem basically concerns the assignment of duties to a set of people with different qualifications, work regulations and preferences. Constraint programming and linear programming techniques ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Neural Network World

سال: 2013

ISSN: 1210-0552,2336-4335

DOI: 10.14311/nnw.2013.23.016