Theoretical and Practical Aspects of Ant Colony Optimization

Theoretical and Practical Aspects of Ant Colony Optimization

3 (1 rating by Goodreads)
By (author) 

List price: US$57.01

Currently unavailable

We can notify you when this item is back in stock

Add to wishlist

AbeBooks may have this title (opens in new window).

Try AbeBooks

Description

Combinatorial optimization problems are of high academical and practical importance. Unfortunately, many of them belong to the class of NP-hard problems and are therefore intractable. In other words, as their dimension increases, the time needed by exact methods to find an optimal solution grows exponentially. Metaheuristics are approximate methods for attacking these problems. An approximate method is a technique that is applied in order to find a good enough solution in a reasonable amount of time. Examples of metaheuristics are simulated annealing, tabu search, evolutionary computation, and ant colony optimization (ACO), the subject of this book. The contributions of this book to ACO research are twofold. First, some new theoretical results are proven that improve our understanding of how ACO works. Second, a new framework for ACO algorithms is proposed that is shown to perform at the state-of-the-art level on some important combinatorial optimization problems such as the k-cardinality tree problem and the group shop scheduling problem, which is a general shop scheduling problem that includes among others the well-known job shop scheduling and the open shop scheduling problems.show more

Product details

  • Paperback | 280 pages
  • 147.3 x 208.3 x 17.8mm | 385.56g
  • IOS Press
  • IOS Press,US
  • Amsterdam, United States
  • English
  • 1586034332
  • 9781586034337

Rating details

1 ratings
3 out of 5 stars
5 0% (0)
4 0% (0)
3 100% (1)
2 0% (0)
1 0% (0)
Book ratings by Goodreads
Goodreads is the world's largest site for readers with over 50 million reviews. We're featuring millions of their reader ratings on our book pages to help you find your new favourite book. Close X