Computational Intelligence in Optimization : Applications and Implementations / edited by Yoel Tenne, Chi-Keong Goh
(Adaptation, Learning, and Optimization. ISSN:18674542 ; 7)
| データ種別 | 電子ブック |
|---|---|
| 版 | 1st ed. 2010. |
| 出版者 | (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer) |
| 出版年 | 2010 |
| 大きさ | XX, 412 p. 74 illus. in color : online resource |
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| 一般注記 | New Hybrid Intelligent Systems to Solve Linear and Quadratic Optimization Problems and Increase Guaranteed Optimal Convergence Speed of Recurrent ANN -- A Novel Optimization Algorithm Based on Reinforcement Learning -- The Use of Opposition for Decreasing Function Evaluations in Population-Based Search -- Search Procedure Exploiting Locally Regularized Objective Approximation. A Convergence Theorem for Direct Search Algorithms -- Optimization Problems with Cardinality Constraints -- Learning Global Optimization Through a Support Vector Machine Based Adaptive Multistart Strategy -- Multi-Objective Optimization Using Surrogates -- A Review of Agent-Based Co-Evolutionary Algorithms for Multi-Objective Optimization -- A Game Theory-Based Multi-Agent System for Expensive Optimisation Problems -- Optimization with Clifford Support Vector Machines and applications -- A Classification method based on principal component analysis and differential evolution algorithm applied for prediction diagnosis from clinical EMR heart data sets -- An Integrated Approach to Speed Up GA-SVM Feature Selection Model -- Computation in Complex Environments; -- Project Scheduling: Time-Cost Tradeoff Problems -- Systolic VLSI and FPGA Realization of Artificial Neural Networks -- Application of Coarse-Coding Techniques for Evolvable Multirobot Controllers This volume presents a collection of recent studies covering the spectrum of computational intelligence applications with emphasis on their application to challenging real-world problems. Topics covered include: Intelligent agent-based algorithms, Hybrid intelligent systems, Cognitive and evolutionary robotics, Knowledge-Based Engineering, fuzzy sets and systems, Bioinformatics and Bioengineering, Computational finance and Computational economics, Data mining, Machine learning, and Expert systems. "Computational Intelligence in Optimization" is a comprehensive reference for researchers, practitioners and advanced-level students interested in both the theory and practice of using computational intelligence in real-world applications HTTP:URL=https://doi.org/10.1007/978-3-642-12775-5 |
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| 著者標目 | Tenne, Yoel editor Goh, Chi-Keong editor SpringerLink (Online service) |
| 件 名 | LCSH:Computational intelligence LCSH:Artificial intelligence LCSH:Control engineering LCSH:Robotics LCSH:Automation LCSH:Mathematics FREE:Computational Intelligence FREE:Artificial Intelligence FREE:Control, Robotics, Automation FREE:Applications of Mathematics |
| 分 類 | LCC:Q342 DC23:006.3 |
| 巻冊次 | ebook ; ISBN:9783642127755 
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| ISBN | 9783642127755 |
| URL | https://doi.org/10.1007/978-3-642-12775-5 |
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※2021年9月12日以降