Adaptive Differential Evolution A Robust Approach to Multimodal Problem Optimization /

Optimization problems are ubiquitous in academic research and real-world applications wherever such resources as space, time and cost are limited. Researchers and practitioners need to solve problems fundamental to their daily work which, however, may show a variety of challenging characteristics su...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Zhang, Jingqiao (Author), Sanderson, Arthur C. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edition:1st ed. 2009.
Series:Adaptation, Learning, and Optimization, 1
Subjects:
Mathematical models.
Artificial intelligence.
Engineering mathematics.
Engineering-Data processing.
Operations research.
Mathematics.
Mathematical Modeling and Industrial Mathematics.
Artificial Intelligence.
Mathematical and Computational Engineering Applications.
Operations Research and Decision Theory.
Applications of Mathematics.
Online Access:Texto Completo
Table of Contents:
  • Related Work and Background
  • Theoretical Analysis of Differential Evolution
  • Parameter Adaptive Differential Evolution
  • Surrogate Model-Based Differential Evolution
  • Adaptive Multi-objective Differential Evolution
  • Application to Winner Determination Problems in Combinatorial Auctions
  • Application to Flight Planning in Air Traffic Control Systems
  • Application to the TPM Optimization in Credit Decision Making
  • Conclusions and Future Work.

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