Emilio Corchado, Juan Manuel Corchado Rodríguez, Ajith Abraham
This carefully edited book combines symbolic and sub-symbolic techniques to construct more robust and reliable problem solving models. This volume focused on "Hybrid Artificial Intelligence Systems" contains a collection of papers that were presented at the 2nd International Workshop on Hybrid Artificial Intelligence Systems, held in 12 - 13 November, 2007, Salamanca, Spain.
This carefully edited book combines symbolic and sub-symbolic techniques to construct more robust and reliable problem solving models. This volume ...
During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch Schedulingappears in many areas of science, engineering and industry and takes di?erent forms depending on the restrictions and optimization criteria of the operating en- ronments 8]. For instance, in optimization and computer science, scheduling has been de?ned as "the allocation of tasks to resources over time in order to achieve optimality in one or more objective criteria in an e?cient way" and in production as "production schedule, i. e., the planning of the...
During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch Schedulingappears in many a...
This volume examines the application of swarm intelligence in data mining, addressing the issues of swarm intelligence and data mining using novel intelligent approaches. The book comprises 11 chapters including an introduction reviewing fundamental definitions and important research challenges. Important features include a detailed overview of swarm intelligence and data mining paradigms, focused coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and contributions by pioneers in the field.
This volume examines the application of swarm intelligence in data mining, addressing the issues of swarm intelligence and data mining using novel ...
Ajith Abraham, Aboul Ella Hassanien, André Ponce de Leon F. de Carvalho
Computing techniques inspired by biological elements such as nervous systems, immune systems and genetics have been used in data mining. This book, one of a series on the foundations of Computational Intelligence, is focused on bio-inspired data mining.
Computing techniques inspired by biological elements such as nervous systems, immune systems and genetics have been used in data mining. This book, on...
Ajith Abraham, Aboul Ella Hassanien, André Ponce de Leon F. de Carvalho, Vaclav Snášel
Computational tools or solutions based on intelligent systems are being used effectively in data mining applications. This book, one of a series on the foundations of Computational Intelligence, is focused on applications of techniques for data mining.
Computational tools or solutions based on intelligent systems are being used effectively in data mining applications. This book, one of a series on th...
Ajith Abraham, Aboul Ella Hassanien, Patrick Siarry, Andries Engelbrecht
Global optimization is a branch of applied mathematics and numerical analysis that deals with the task of finding the absolutely best set of admissible conditions to satisfy certain criteria / objective function(s), formulated in mathematical terms. Global optimization includes nonlinear, stochastic and combinatorial programming, multiobjective programming, control, games, geometry, approximation, algorithms for parallel architectures and so on. Due to its wide usage and applications, it has gained the attention of researchers and practitioners from a plethora of scientific domains. Typical...
Global optimization is a branch of applied mathematics and numerical analysis that deals with the task of finding the absolutely best set of admissibl...
First studied in social insects like ants, indirect self-organizing interactions - known as "stigmergy" - occur when one individual modifies the environment and another subsequently responds to the new environment. The implications of self-organizing behavior extend to robotics and beyond. This book explores the application of stigmergy for a variety of optimization problems. The volume comprises 12 chapters including an introductory chapter conveying the fundamental definitions, inspirations and research challenges.
First studied in social insects like ants, indirect self-organizing interactions - known as "stigmergy" - occur when one individual modifies the en...
Bioinformatics involve the creation and advancement of algorithms using techniques including computational intelligence, applied mathematics and statistics, informatics, and biochemistry to solve biological problems usually on the molecular level. Major research efforts in the field include sequence analysis, gene finding, genome annotation, protein structure alignment analysis and prediction, prediction of gene expression, protein-protein docking/interactions, and the modeling of evolution.
This book deals with the application of computational intelligence in bioinformatics....
Bioinformatics involve the creation and advancement of algorithms using techniques including computational intelligence, applied mathematics and st...
Emilio S. Corchado Rodriguez, Vaclav Snasel, Ajith Abraham, Michal Wozniak, Manuel Grana, Sung-Bae Cho
The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security...
The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012,...
