|
|
Sold Out
Book Categories |
| List of Figures | ||
| List of Tables | ||
| Preface | ||
| Contributing Authors | ||
| Series Foreword | ||
| Pt. I | Foundations | |
| 1 | An Introduction to Evolutionary Algorithms | 3 |
| 2 | An Introduction to Probabilistic Graphical Models | 27 |
| 3 | A Review on Estimation of Distribution Algorithms | 57 |
| 4 | Benefits of Data Clustering in Multimodal Function Optimization via EDAs | 101 |
| 5 | Parallel Estimation of Distribution Algorithms | 129 |
| 6 | Mathematical Modeling of Discrete Estimation of Distribution Algorithms | 147 |
| Pt. II | Optimization | |
| 7 | An Empirical Comparison of Discrete Estimation of Distribution Algorithms | 167 |
| 8 | Results in Function Optimization with EDAs in Continuous Domain | 181 |
| 9 | Solving the 0-1 Knapsack Problem with EDAs | 195 |
| 10 | Solving the Traveling Salesman Problem with EDAs | 211 |
| 11 | EDAs Applied to the Job Shop Scheduling Problem | 231 |
| 12 | Solving Graph Matching with EDAs Using a Permutation-Based Representation | 243 |
| Pt. III | Machine Learning | |
| 13 | Feature Subset Selection by Estimation of Distribution Algorithms | 269 |
| 14 | Feature Weighting for Nearest Neighbor by EDAs | 295 |
| 15 | Rule Induction by Estimation of Distribution Algorithms | 313 |
| 16 | Partial Abductive Inference in Bayesian Networks: An Empirical Comparison Between GAs and EDAs | 323 |
| 17 | Comparing K-Means, GAs and EDAs in Partitional Clustering | 343 |
| 18 | Adjusting Weights in Artificial Neural Networks using Evolutionary Algorithms | 361 |
| Index | 379 |
| Price | Condition | Delivery | Seller | Action |
| $215.00 | Digital |
| WonderClub |
Anna Woody
reviewed Estimation of Distribution Algorithms on July 11, 2018
Estimation of Distribution Algorithms
I read this on the advice of Dr. Eiselt, Dean (at that time) of the College of Computing, after asking him via email "alright, I'm taking classes and whatnot, but I want the Stygian deep; I want to go down as far as I can; I want and need to read those books which have shaped the great computer scientists before me, the real thing." Having probed the shelves of computer science and mathematics since, I remain convinced he could have given no better advice to a precocious freshman. Used for several decades at MIT, this second edition is more than thorough enough for an introduction to computer science anywhere. Taught using the Scheme system (with its close bindings to the type-free λ-calculus), this canonical work covers register machines, logic programming, nondeterministic evaluation, the relations of recursion to iteration, and a wealth of carefully-woven-in jewels from number theory and discrete mathematics. Every programmer thinking himself the real deal owes it to himself to read through this grand work, epic in scope and breathtaking in sudden illuminations.
Login|Complaints|Blog|Games|Digital Media|Souls|Obituary|Contact Us|FAQ
CAN'T FIND WHAT YOU'RE LOOKING FOR? CLICK HERE!!! X
You must be logged in to add to WishlistX
This item is in your Wish List
X
This item is in your Collection
Estimation of Distribution Algorithms
X
This Item is in Your Inventory
Estimation of Distribution Algorithms
X
You must be logged in to review the productsX
X
X
Add Estimation of Distribution Algorithms, , Estimation of Distribution Algorithms to the inventory that you are selling on WonderClubX
X
Add Estimation of Distribution Algorithms, , Estimation of Distribution Algorithms to your collection on WonderClub |