Computational Intelligence in Optimization Applications and Implementations /

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 evolutiona...

Full description

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Tenne, Yoel. (Editor), Goh, Chi-Keong. (Editor)
Format: Electronic
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
Series:Adaptation, Learning, and Optimization, 7
Subjects:
Online Access:https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-12775-5
Table of Contents:
  • Systolic VLSI and FPGA Realization of Artificial Neural Networks
  • The structure and use of opposition for decreasing function evaluations in population-based search
  • A Review of Agent-Based Co-Evolutionary Algorithms for Multi-Objective Optimization
  • New Hybrid Intelligent Systems to Solve Linear and Quadratic Optimization Problems and Increase Guaranteed Optimal Convergence speed of Recurrent ANN
  • Optimization problems with cardinality constraints
  • From Simulation to Hardware: Towards Real-World Implementation of Evolvable Neural Network-Based Multirobot Controllers
  • Optimization with Clifford Support Vector Machines and applications
  • A Classification method based on principle component analysis and differential evolution algorithm applied for prediction diagnosis from clinical EMR heart data bases
  • Railway Timetable Problems
  • Learning to Optimize: Intelligent Global Optimization using Support Vector Machines
  • Project Scheduling: Time-cost tradeoff problems
  • A Game Theory-Based Multi-Agent System for Expensive Optimisation Problems
  • Search Procedure Exploiting Local Regularized Objective Approximation (SPELROA).