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Automated Planning: Theory and Practice.

Thank you for reading database systems a practical approach to design implementation and management. As you may know, people have search hundreds times for their chosen readings like this database systems a practical approach to design implementation and management, but end up in malicious downloads. Rather than enjoying a good book with a cup of coffee in the afternoon, instead they juggled with some harmful virus inside their laptop.

Database Systems A Practical Approach To Design Implementation And Management

Handbook of simulation: principles, methodology, advances, applications, and practice

An agile scheduling and control approach in ETO construction supply chains

Protein folding is a fundamental topic in molecular biology. Conventional experimental techniques for protein structure identification or protein folding recognition require strict laboratory requirements and heavy operating burdens, which have largely limited their applications. Alternatively, computer-aided techniques have been developed to optimize protein structures or to predict the protein folding process. In this paper, we utilize a 3D off-lattice model to describe the original protein folding scheme as a simplified energy-optimal numerical problem, where all types of amino acid residues are binarized into hydrophobic and hydrophilic ones. We apply a balance-evolution artificial bee colony (BE-ABC) algorithm as the minimization solver, which is featured by the adaptive adjustment of search intensity to cater for the varying needs during the entire optimization process. In this work, we establish a benchmark case set with 13 real protein sequences from the Protein Data Bank database and evaluate the convergence performance of BE-ABC algorithm through strict comparisons with several state-of-the-art ABC variants in short-term numerical experiments. Besides that, our obtained best-so-far protein structures are compared to the ones in comprehensive previous literature. This study also provides preliminary insights into how artificial intelligence techniques can be applied to reveal the dynamics of protein folding. Graphical Abstract Protein folding optimization using 3D off-lattice model and advanced optimization techniques.

Protein folding optimization based on 3D off-lattice model via an improved artificial bee colony algorithm

Development of the integrated expert systems with the problem-oriented methodology and the problems of the intellectualization of AT-TECHNOLOGY workbench are reviewed. Intelligent technology for integrated expert systems construction is described, in particular for dynamic integrated expert systems construction. Intelligent planning methods applied for integrated expert systems development plan generation are described with usage of the intelligent planner, reusable components, typical design procedures, and other intelligent program environment components. Discussed technology was used for building tutoring IES prototypes for different courses/disciplines and two industrial dynamic IES prototypes: “Management of medical forces and resources for major traffic accidents” and “Resource management for satellite communications system between regional centers”.

Intelligent Technology for Integrated Expert Systems Construction

Biologically Inspired Cognitive Architectures (BICA) for Young Scientists

The paper focuses on the problem of the integrated expert systems with the problem-oriented methodology development and the AT-TECHNOLOGY workbench intellectualization problems. Special operational component intelligent planner controls the development process. The intelligent planner uses automated planning technology techniques in its core. The development of integrated expert system is shown as a planning problem. Some necessary models and technical details of intelligent program environment are described. The other crucial components of intelligent program environment such as reusable components and typical design procedures are briefly discussed.

Use of intelligent planning for integrated expert systems development

The scientific and technological problems of constructing dynamic integrated expert systems and the approaches to their solutions are discussed. A new stage of the development of a problem-oriented methodology for constructing integrated expert systems in solving dynamic integrated expert systems is considered. The technical issues concerned with the presentation and processing of temporal knowledge are of special interest. The features of the implementation of temporal inference software for the dynamic version of the AT-TECHNOLOGY tool complex are described.

The use of temporal inferences in dynamic integrated expert systems

Protein secondary structure prediction has been and will continue to be a rich research field. This is because the protein structure and shape directly affect protein behavior. Moreover, the number of known secondary and tertiary structures versus primary structures is relatively small. Although the secondary prediction started in the seventies but it has been together with the tertiary structure prediction a topic that is always under research. This paper presents a technical study on recent methods used for secondary structure prediction using amino acid sequence. The methods are studied along with their accuracy levels. The most known methods like Neural Networks and Support Vector Machines are shown and other techniques as well. The paper shows different approaches for predicting the protein structures that showed different accuracies that ranged from 50% to over than 90%. The most commonly used technique is Neural Networks. However, Case Based Reasoning and Mixed Integer Linear Optimization showed the best accuracy among the machine learning techniques and provided accuracy of approximately 83%.

http://www.foibg.com/ijima/vol04/ijima04-01-p01.pdf

Galina V. Rybina

Papers

Intelligent Technology for Integrated Expert Systems Construction

Biologically Inspired Cognitive Architectures (BICA) for Young Scientists

Use of intelligent planning for integrated expert systems development

The use of temporal inferences in dynamic integrated expert systems

A study of intelligent techniques for protein secondary structure prediction