Fields Books
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where was this book when i started designing?Review Date: 2008-08-04
Very Good Book!!!Review Date: 2008-07-28
Bible of fashion design business! Review Date: 2008-07-20

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The Ferns of FloridaReview Date: 2007-02-16
Showcases some 163 kinds of fernsReview Date: 2001-05-19
Ferns of FloridaReview Date: 2000-06-25

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Field armies, fortifications and moreReview Date: 2007-09-20
We start with a discussion of the American approach to battle and the theory of when and why fortifications were appropriate. This prepares us for the war's early months when armies use fixed forts to control areas but look for "a fair fight in the open". Reality meets theory during the Peninsula Campaign and The Seven Days as first one side and than the other is forced to dig. Hard lessons are quickly forgotten as the main armies struggle with the ideas of offensive or defensive actions and the fear fortifications will foster a defensive mentality. This interplay makes John B. Hood's actions outside Atlanta much easier to understand, something the book does not cover but a student of the war will grasp.
The three chapters on the war in the Carolinas are excellent! "The Reduction of Battery Wagner" alone almost pays for the book. I have not read a better account of Civil War sieges and the impact on the men than in this chapter.
The book ends with Mine Run and the Union not attacking the extensive fortifications in the area. When we reach the fall of 1863, the reader fully understands and appreciates the revolution that has occurred. The stage is set for the second volume "Trench Warfare under Grant & Lee".
A very good Glossary takes care of vocabulary problems. Within a couple of chapters, even a novice reader will seldom have to refer to it. Maps, illustrations and photographs are common and well placed giving us the visual information we need to supplement the text.
This is not a basic book! However, it is not an advanced tome that requires a military education or years of study to enjoy. The reader needs a good idea of the events in the East from 1861 to 1863. You will have to be prepared to check the glossary on a regular basic for the first 20 to 50 pages too. After that, you will have a very informative, intelligent learning experience.
For Expert and Civil War BuffReview Date: 2005-05-08
Hess not only describes what the defenses consisted of, but also shows how they affected the campaign. He also includes background information as well as detailing the events related to the campaigns. The book does not rehash the old story of bullets and beans in these operations, instead with Hess we see its bullets, beans and spades.
The reader will soon notice this book does not cover all the operations of the Civil War where fortifications were involved, but that is because this is the first volume with two additional ones planned. The publisher did a good job in reproducing the photos. One serious flaw is a lack of maps for the reader to follow everything mentioned in the text. This usually results from the publisher attempting to save on production expenses and there is not much the author can do to correct it. On the other hand, any expert or buff will have other books available with the missing maps they need for folowing the text (the first volume of the old West Point Atlas of American Wars has just about every map you may need).
This volume covers the eastern theater through April 1864 and includes a good deal of information on the defenses of Washington and Richmond (which are more than just field fortifications). It also covers the battles of the Peninsula Campaign of 1862 where fortifications played a key role. The limited role of field fortifications in some of the campaigns of Northern Virginia are included as well as information on how work was done to protect Harrisburg and even far off Pittsburgh with fixed defenses against Lee's second invasion of the north.
This book is not intended for fast reading or skimming, but instead created for those who have a real interest in the Civil War and want to enjoy a good read.
An exploration of a shadowy corner of Civil War historyReview Date: 2005-07-04

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This Non-baseball Fan Loved ItReview Date: 2000-11-21
A Real StoryReview Date: 2000-11-15
Women will like this story tooReview Date: 2000-11-09
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We are stardust, we are goldenReview Date: 2007-11-19
a delightful romp through a variety of topics, great funReview Date: 2003-02-19
"Trackside" explores an unusual topic, railroad flora. He writes that trains are often excellent dispersers of seeds, often resulting in many exotic and unusual plants being found along railroads. From alianthus to onions, sesame to cucumbers, snapdragons to petunias, castor bean from Africa to Dallis grass from South America, pears to apricots, all have been found along railroads, places traditionally thought of of as waste places. Swaim explores how these plants arrive in such an odd location, how they survive, and just marvels at the wonder of it, of how nature always finds a way.
"Gypsy Moths" explores one of the most hated denizens of the eastern United States, insect invaders that spread like a plague ever year to the chagrin of local residents, "horrified by the thousands of dark, hairy caterpillars with their blue and red warts, horrified by the incessant leaf chewing, and revolted by the steady drizzle of caterpillar droppings from the branches overhead." Swaim explores the biology of these insects, their history in the United States, their effects on the local ecology, and of humanity's war against them. Even with these much maligned organisms Swaim finds interesting and enlightened things to say.
"Guests at Work" explores one of those uniquely New England pasttimes; making maple syrup. If you never knew how it was made and wanted to know this chapter is a treat, showing how even small residential plots have yielded rich syrup, from light amber Grade A syrup to molasses-dark Grade C.
Showing his enthusiasm for the natural world world knows no bounds, in "The Ungracious Host" Swaim explores a subject I don't see often discussed at least in my readings in popular natural history writings; lice. Exploring their biology, the different types of lice that afflict people, their interaction with humans, and how people combat them, Swaim provided me with information I never knew!
There are of course many other subjects discussed in "Field Days," from fungus to growing and harvesting cranberries to evergreens to pollen (and hay fever) to how animals and plants deal with the arrival of spring to issues of lake water quality...so many topics are discussed with humor, authority, and enthusiasm that there is something for everyone.
READABLE & RE-READABLEReview Date: 2001-07-02
This is a book for people who realize that our actions have effects on our world. and, perhaps more importantly, it should be read by those people, including politicians, who do not.
Swain is the science editor of "Horticulture" magazine. He writes gracefully (i.e. in his "Fair Days For Vegetables" he tells us that "For many, just the subject of tomatoes is enough to leave a good taste in their mouths.") and his essays can be read and re-read. My personal favorite, which I've read three different times, is about the declining quality of our water: "A Drink You Can Swim In." Swain writes of the popularity of bottled waters and cleverly quotes Samuel Clemens: "To increase something's popularity you have only to increase the price...." RECOMMENDED

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great for med students; fits in your pocket!Review Date: 1999-06-13
great for med students; fits in your pocket!Review Date: 1999-06-13
I cannot stress enough how excellent this book is!Review Date: 2000-03-29

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The best introductory book about Genetic ProgrammingReview Date: 2008-06-09
With its popular style and low price, "A Field Guide to Genetic Programming" can open the field to a very broad audience and create a breakthrough in GP applications.
Destined to become the standard reference to the fieldReview Date: 2008-06-07
Table of ContentsReview Date: 2008-05-02
1.1 Genetic Programming in a Nutshell . . . . . . . . . . . . . . . 2
1.2 Getting Started . . . . . . . . . . . . . . . . . . . . . . . . . . 2
1.3 Prerequisites . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
1.4 Overview of this Field Guide . . . . . . . . . . . . . . . . . . 4
Part I Basics 7
2 Representation, Initialisation and Operators in Tree-based GP 9
2.1 Representation . . . . . . . . . . . . . . . . . . . . . . . . . . 9
2.2 Initialising the Population . . . . . . . . . . . . . . . . . . . . 11
2.3 Selection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14
2.4 Recombination and Mutation . . . . . . . . . . . . . . . . . . 15
3 Getting Ready to Run Genetic Programming 19
3.1 Step 1: Terminal Set . . . . . . . . . . . . . . . . . . . . . . . 19
3.2 Step 2: Function Set . . . . . . . . . . . . . . . . . . . . . . . 20
3.2.1 Closure . . . . . . . . . . . . . . . . . . . . . . . . . . 21
3.2.2 Sufficiency . . . . . . . . . . . . . . . . . . . . . . . . . 23
3.2.3 Evolving Structures other than Programs . . . . . . . 23
3.3 Step 3: Fitness Function . . . . . . . . . . . . . . . . . . . . . 24
3.4 Step 4: GP Parameters . . . . . . . . . . . . . . . . . . . . . 26
3.5 Step 5: Termination and solution designation . . . . . . . . . 27
4 Example Genetic Programming Run 29
4.1 Preparatory Steps . . . . . . . . . . . . . . . . . . . . . . . . 29
4.2 Step-by-Step Sample Run . . . . . . . . . . . . . . . . . . . . 31
4.2.1 Initialisation . . . . . . . . . . . . . . . . . . . . . . . 31
4.2.2 Fitness Evaluation . . . . . . . . . . . . . . . . . . . . 32
4.2.3 Selection, Crossover and Mutation . . . . . . . . . . . 32
4.2.4 Termination and Solution Designation . . . . . . . . . 35
Part II Advanced Genetic Programming 37
5 Alternative Initialisations and Operators in Tree-based GP 39
5.1 Constructing the Initial Population . . . . . . . . . . . . . . . 39
5.1.1 Uniform Initialisation . . . . . . . . . . . . . . . . . . 40
5.1.2 Initialisation may Affect Bloat . . . . . . . . . . . . . 40
5.1.3 Seeding . . . . . . . . . . . . . . . . . . . . . . . . . . 41
5.2 GP Mutation . . . . . . . . . . . . . . . . . . . . . . . . . . . 42
5.2.1 Is Mutation Necessary? . . . . . . . . . . . . . . . . . 42
5.2.2 Mutation Cookbook . . . . . . . . . . . . . . . . . . . 42
5.3 GP Crossover . . . . . . . . . . . . . . . . . . . . . . . . . . . 44
5.4 Other Techniques . . . . . . . . . . . . . . . . . . . . . . . . . 46
6 Modular, Grammatical and Developmental Tree-based GP 47
6.1 Evolving Modular and Hierarchical Structures . . . . . . . . . 47
6.1.1 Automatically Defined Functions . . . . . . . . . . . . 48
6.1.2 Program Architecture and Architecture-Altering . . . 50
6.2 Constraining Structures . . . . . . . . . . . . . . . . . . . . . 51
6.2.1 Enforcing Particular Structures . . . . . . . . . . . . . 52
6.2.2 Strongly Typed GP . . . . . . . . . . . . . . . . . . . 52
6.2.3 Grammar-based Constraints . . . . . . . . . . . . . . . 53
6.2.4 Constraints and Bias . . . . . . . . . . . . . . . . . . . 55
6.3 Developmental Genetic Programming . . . . . . . . . . . . . 57
6.4 Strongly Typed Autoconstructive GP with PushGP . . . . . 59
7 Linear and Graph Genetic Programming 61
7.1 Linear Genetic Programming . . . . . . . . . . . . . . . . . . 61
7.1.1 Motivations . . . . . . . . . . . . . . . . . . . . . . . . 61
7.1.2 Linear GP Representations . . . . . . . . . . . . . . . 62
7.1.3 Linear GP Operators . . . . . . . . . . . . . . . . . . . 64
7.2 Graph-Based Genetic Programming . . . . . . . . . . . . . . 65
7.2.1 Parallel Distributed GP (PDGP) . . . . . . . . . . . . 65
7.2.2 PADO . . . . . . . . . . . . . . . . . . . . . . . . . . . 67
7.2.3 Cartesian GP . . . . . . . . . . . . . . . . . . . . . . . 67
7.2.4 Evolving Parallel Programs using Indirect Encodings . 68
8 Probabilistic Genetic Programming 69
8.1 Estimation of Distribution Algorithms . . . . . . . . . . . . . 69
8.2 Pure EDA GP . . . . . . . . . . . . . . . . . . . . . . . . . . 71
8.3 Mixing Grammars and Probabilities . . . . . . . . . . . . . . 74
9 Multi-objective Genetic Programming 75
9.1 Combining Multiple Objectives into a Scalar Fitness Function 75
9.2 Keeping the Objectives Separate . . . . . . . . . . . . . . . . 76
9.2.1 Multi-objective Bloat and Complexity Control . . . . 77
9.2.2 Other Objectives . . . . . . . . . . . . . . . . . . . . . 78
9.2.3 Non-Pareto Criteria . . . . . . . . . . . . . . . . . . . 80
9.3 Multiple Objectives via Dynamic and Staged Fitness Functions 80
9.4 Multi-objective Optimisation via Operator Bias . . . . . . . . 81
10 Fast and Distributed Genetic Programming 83
10.1 Reducing Fitness Evaluations/Increasing their Effectiveness . 83
10.2 Reducing Cost of Fitness with Caches . . . . . . . . . . . . . 86
10.3 Parallel and Distributed GP are Not Equivalent . . . . . . . . 88
10.4 Running GP on Parallel Hardware . . . . . . . . . . . . . . . 89
10.4.1 Masterslave GP . . . . . . . . . . . . . . . . . . . . . 89
10.4.2 GP Running on GPUs . . . . . . . . . . . . . . . . . . 90
10.4.3 GP on FPGAs . . . . . . . . . . . . . . . . . . . . . . 92
10.4.4 Sub-machine-code GP . . . . . . . . . . . . . . . . . . 93
10.5 Geographically Distributed GP . . . . . . . . . . . . . . . . . 93
11 GP Theory and its Applications 97
11.1 Mathematical Models . . . . . . . . . . . . . . . . . . . . . . 98
11.2 Search Spaces . . . . . . . . . . . . . . . . . . . . . . . . . . . 99
11.3 Bloat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
11.3.1 Bloat in Theory . . . . . . . . . . . . . . . . . . . . . 101
11.3.2 Bloat Control in Practice . . . . . . . . . . . . . . . . 104
Part III Practical Genetic Programming 109
12 Applications 111
12.1 Where GP has Done Well . . . . . . . . . . . . . . . . . . . . 111
12.2 Curve Fitting, Data Modelling and Symbolic Regression . . . 113
12.3 Human Competitive Results the Humies . . . . . . . . . . . 117
12.4 Image and Signal Processing . . . . . . . . . . . . . . . . . . . 121
12.5 Financial Trading, Time Series, and Economic Modelling . . 123
12.6 Industrial Process Control . . . . . . . . . . . . . . . . . . . . 124
12.7 Medicine, Biology and Bioinformatics . . . . . . . . . . . . . 125
12.8 GP to Create Searchers and Solvers Hyper-heuristics . . . . 126
12.9 Entertainment and Computer Games . . . . . . . . . . . . . . 127
12.10The Arts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127
12.11Compression . . . . . . . . . . . . . . . . . . . . . . . . . . . 128
13 Troubleshooting GP 131
13.1 Is there a Bug in the Code? . . . . . . . . . . . . . . . . . . . 131
13.2 Can you Trust your Results? . . . . . . . . . . . . . . . . . . 132
13.3 There are No Silver Bullets . . . . . . . . . . . . . . . . . . . 132
13.4 Small Changes can have Big Effects . . . . . . . . . . . . . . 133
13.5 Big Changes can have No Effect . . . . . . . . . . . . . . . . 133
13.6 Study your Populations . . . . . . . . . . . . . . . . . . . . . 134
13.7 Encourage Diversity . . . . . . . . . . . . . . . . . . . . . . . 136
13.8 Embrace Approximation . . . . . . . . . . . . . . . . . . . . . 137
13.9 Control Bloat . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
13.10Checkpoint Results . . . . . . . . . . . . . . . . . . . . . . . . 139
13.11Report Well . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
13.12Convince your Customers . . . . . . . . . . . . . . . . . . . . 140
14 Conclusions 141
Part IV Tricks of the Trade 143
A Resources 145
A.1 Key Books . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 146
A.2 Key Journals . . . . . . . . . . . . . . . . . . . . . . . . . . . 147
A.3 Key International Meetings . . . . . . . . . . . . . . . . . . . 147
A.4 GP Implementations . . . . . . . . . . . . . . . . . . . . . . . 147
A.5 On-Line Resources . . . . . . . . . . . . . . . . . . . . . . . . 148
B TinyGP 151
B.1 Overview of TinyGP . . . . . . . . . . . . . . . . . . . . . . . 151
B.2 Input Data Files for TinyGP . . . . . . . . . . . . . . . . . . 153
B.3 Source Code . . . . . . . . . . . . . . . . . . . . . . . . . . . . 154
B.4 Compiling and Running TinyGP . . . . . . . . . . . . . . . . 162
Bibliography 167
Index 225

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Morbid, but FascinatingReview Date: 2006-06-18
Must have for any would-be ghost hunter!Review Date: 2005-01-02
Thoughts of HomeReview Date: 2007-01-11
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An essential ethnobotanical tour de force.Review Date: 1998-11-29
Planting a good seedReview Date: 2001-09-29
Great guide for the visitor, fascinating reading for anyoneReview Date: 1998-11-20

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With this price you can't go wrong.Review Date: 2008-09-12
ExcellentReview Date: 2002-01-26
If You're Photographing Trees...Find This Book!Review Date: 2000-11-07
Any photographer who is interested in capturing the true strength of a tree (or trees) on film should hunt down this informative guide for some serious tips and technique. Allen Rokach is a gifted photographer and his work is presented in color photographs throughout.
Well worth the effort to find it.
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