Computational Intelligence in Optimization: Applications and Implementations (2010)Paperback - 2010, 5 September 2012

Computational Intelligence in Optimization: Applications and Implementations (2010)
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Part of Series
Adaptation, Learning, and Optimization
Part of Series
Adaptation, Learning, and Optimization (Paperback)
Print Length
412 pages
Language
English
Publisher
Springer
Date Published
5 Sep 2012
ISBN-10
3642263615
ISBN-13
9783642263613

Description

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.

Product Details

Book Edition:
2010
Book Format:
Paperback
Country of Origin:
NL
Date Published:
5 September 2012
Dimensions:
23.39 x 15.6 x 2.24 cm
ISBN-10:
3642263615
ISBN-13:
9783642263613
Language:
English
Location:
Berlin, Heidelberg
Pages:
412
Publisher:
Springer
Weight:
603.28 gm

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