BIBLIO is the largest independent book marketplace in the world, with over 100 million books.

Skip to content

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through
Stock photo: cover may vary

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic Paperback - 2018

by Frumen Olivas; Fevrier Valdez; Oscar Castillo

Add to wish list

Reader reviews for Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic

From the publisher

Proposes a methodology for parameter adaptation in meta-heuristic optimization methods
Uses three different optimization methods: PSO (Particle Swarm Optimization), ACO (Ant Colony Optimization) and GSA (Gravitational Search Algorithm), to verify the improvement of the proposed methodology
Demonstrates the advantage of the methodology by using various simulations

From the rear cover

In this book, a methodology for parameter adaptation in meta-heuristic op-timization methods is proposed. This methodology is based on using met-rics about the population of the meta-heuristic methods, to decide through a fuzzy inference system the best parameter values that were carefully se-lected to be adjusted. With this modification of parameters we want to find a better model of the behavior of the optimization method, because with the modification of parameters, these will affect directly the way in which the global or local search are performed.Three different optimization methods were used to verify the improve-ment of the proposed methodology. In this case the optimization methods are: PSO (Particle Swarm Optimization), ACO (Ant Colony Optimization) and GSA (Gravitational Search Algorithm), where some parameters are se-lected to be dynamically adjusted, and these parameters have the most im-pact in the behavior of each optimization method.Simulation results show that the proposed methodology helps to each optimization method in obtaining better results than the results obtained by the original method without parameter adjustment.

Details

  • Title Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
  • Author Frumen Olivas; Fevrier Valdez; Oscar Castillo
  • Binding Paperback
  • Pages 105
  • Volumes 1
  • Language ENG
  • Publisher Springer
  • Publication date 2018-03-22
  • Illustrated Yes
  • Features Illustrated
  • ISBN 9783319708508 / 3319708503
  • Weight 0.38 lbs (0.17 kg)
  • Dimensions 9.21 x 6.14 x 0.24 in (23.39 x 15.60 x 0.61 cm)
  • Category Computers - General Information
  • Dewey Decimal Code 006.3

More Copies for Sale

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic

by Frumen Olivas

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9783319708508 / 3319708503
Quantity available
556
Seller
Item price
A$102.18
A$15.57 Delivery to USA

Show details

Description:
Paperback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; In this book, a methodology for parameter adaptation in meta-heuristic op-timization methods is proposed. This methodology is based on using met-rics about the population of the meta-heuristic methods, to decide through a fuzzy inferenc
Add to wish list
Item price
A$102.18
A$15.57 Delivery to USA
Dynamic Parameter Adaptation for Meta-heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
Stock photo: cover may vary

Dynamic Parameter Adaptation for Meta-heuristic Optimization Algorithms Through Type-2 Fuzzy Logic

by Olivas, Frumen/ Valdez, Fevrier/ Castillo, Oscar/ Melin, Patricia

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9783319708508 / 3319708503
Quantity available
2
Seller
Item price
A$124.46
A$29.24 Delivery to USA

Show details

Description:
Springer-Verlag New York Inc, 2018. Paperback. New. 116 pages. 9.25x6.10x0.27 inches.
Add to wish list
Item price
A$124.46
A$29.24 Delivery to USA
Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
Stock photo: cover may vary

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic

by Patricia Melin

  • Used
Condition
New
ISBN 10 / ISBN 13
9783319708508 / 3319708503
Quantity available
5
Seller
Item price
A$113.03
A$5.82 Delivery to USA

Show details

Description:
like new.
Add to wish list
Item price
A$113.03
A$5.82 Delivery to USA
Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy...
Stock photo: cover may vary

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic (SpringerBriefs in Computational Intelligence)

by Olivas, Frumen

  • Used
  • Good
  • Paperback
Condition
Good
Binding
Paperback
ISBN 10 / ISBN 13
9783319708508 / 3319708503
Quantity available
1
Seller
Item price
A$118.87
Free Delivery to USA

Show details

Description:
paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
Add to wish list
Item price
A$118.87
Free Delivery to USA
Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
Stock photo: cover may vary

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic

by Frumen Olivas

  • New
Condition
New
ISBN 10 / ISBN 13
9783319708508 / 3319708503
Quantity available
5
Seller
Item price
A$133.54
A$5.82 Delivery to USA

Show details

Description:
new.
Add to wish list
Item price
A$133.54
A$5.82 Delivery to USA
Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy...
Stock photo: cover may vary

Show details

Description:
Springer , pp. 116 . Papeback. New.
Add to wish list
Item price
A$133.55
A$5.82 Delivery to USA