Download Genetic Programming III: Darwinian Invention and Problem Solving (Vol 3), by John R. Koza

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Genetic Programming III: Darwinian Invention and Problem Solving (Vol 3), by John R. Koza

Download Genetic Programming III: Darwinian Invention and Problem Solving (Vol 3), by John R. Koza

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Review

"Koza, Bennett, Andre, and Keane's evolutionary algorithm builds more complex and useful structures than the other approaches to computer learning that I have seen." —John McCarthy, Stanford University"John Koza and colleagues have demonstrated that genetic programming can be used to search highly discontinuous spaces and thereby find amazing solutions to practical engineering problems."—Bernard Widrow, Stanford University"In this impressive volume, the authors demonstrate that genetic programming is more than an intriguing idea-it is a practical synthesis method for solving hard problems."—Nils J. Nilsson, Stanford University"Through careful experiment, keen algorithmic intuition, and relentless application the authors deliver important results that rival those achieved by human designers. All readers in genetic and evolutionary computation and the related fields of artificial life, agents, and adaptive behavior will want this volume in their collections."—David E. Goldberg, University of Illinois at Urbana-Champaign"John Koza and his coauthors continue their relentless pursuit of a holy grailin computer science: automatic programming."—Moshe Sipper, Swiss Federal Institute of Technology (EPFL), Lausanne

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From the Back Cover

"Koza, Bennett, Andre, and Keane's evolutionary algorithm builds more complex and useful structures than the other approaches to computer learning that I have seen." --John McCarthy, Stanford University"John Koza and colleagues have demonstrated that genetic programming can be used to search highly discontinuous spaces and thereby find amazing solutions to practical engineering problems." --Bernard Widrow, Stanford University"In this impressive volume, the authors demonstrate that genetic programming is more than an intriguing idea-it is a practical synthesis method for solving hard problems."-Nils J. Nilsson, Stanford University"Through careful experiment, keen algorithmic intuition, and relentless application the authors deliver important results that rival those achieved by human designers. All readers in genetic and evolutionary computation and the related fields of artificial life, agents, and adaptive behavior will want this volume in their collections."-David E. Goldberg, University of Illinois at Urbana-Champaign"John Koza and his coauthors continue their relentless pursuit of a holy grailin computer science: automatic programming."-Moshe Sipper, Swiss Federal Institute of Technology (EPFL), LausanneGenetic programming is a method for getting a computer to solve a problem by telling it what needs to be done instead of how to do it. Koza, Bennett, Andre, and Keane present genetically evolved solutions to dozens of problems of design, optimal control, classification, system identification, function learning, and computational molecular biology. Among the solutions are 14 results competitive with human-produced results, including 10 rediscoveries of previously patented inventions.Researchers in artificial intelligence, machine learning, evolutionary computation, and genetic algorithms will find this an essential reference to the most recent and most important results in the rapidly growing field of genetic programming.FeaturesExplains how the success of genetic programming arises from seven fundamental differences distinguishing it from conventional approaches to artificial intelligence and machine learningDescribes how genetic programming uses architecture-altering operations to make on-the-fly decisions on whether to use subroutines, loops, recursions, and memoryDemonstrates that genetic programming possesses 16 attributes that can reasonably be expected of a system for automatically creating computer programsPresents the general-purpose Genetic Programming Problem SolverFocuses on the previously unsolved problem of analog circuit synthesis, presenting genetically evolved filters, amplifiers, computational circuits, a robot controller circuit, source identification circuits, a temperature-measuring circuit, a voltage reference circuit, and moreIntroduces evolvable hardware in the form of field-programmable gate arraysIncludes an introduction to genetic programming for the uninitiated

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Product details

Hardcover: 1154 pages

Publisher: Morgan Kaufmann; 1st edition (May 14, 1999)

Language: English

ISBN-10: 1558605436

ISBN-13: 978-1558605435

Product Dimensions:

7.5 x 1.5 x 9.5 inches

Shipping Weight: 4.2 pounds

Average Customer Review:

4.5 out of 5 stars

3 customer reviews

Amazon Best Sellers Rank:

#847,551 in Books (See Top 100 in Books)

The authors have written a fine book here and it has and will continue to be a source of good information on the subject. What is most interesting about the approach of genetic programming is that it does not make use of the inference methods of formal logic in the search for the correct program. Correctly observing that logical thinking is insufficient for invention and creativity, the authors follow the "logic considered harmful" philosophy in their attempts to get a computer to find a creative/original solution to a problem. And most importantly, they discuss fourteen examples where genetic programming has produced results that are competitive with human-produced results. The book is almost 1200 pages long, but without reading all the examples one could cover the main points in a reasonable time frame. The reader knowing the LISP language will appreciate the discussion more. After a brief introduction to the book in chapter 1, the authors move on to a detailed discussion of the philosophy and approaches used in genetic programming. They list the five steps that must be done before applying a genetic algorithm to a problem and give an overview of the LISP background needed to understand genetic programming. The authors emphasize that the genetic algorithm is probabilistic in nature, with the initial populations, individual selection, and genetic operation chosen at random. They give flowcharts illustrating a typical genetic algorithm and program, and then show executable programs can be automatically created. A very extensive list of references on genetic programming is given at the end of the chapter. In the next part, the authors discuss how to eliminate the requirement that the programmer specify the architecture in advance to the program to be created. After reviewing some methods that were previously used to make the choice of architecture, the authors move on to describing a set of architecture-altering operations that give an automated method for determining the architectures of evolving programs. The discussion on automatically defined recursion is particularly interesting. The book then shows how to use the results so far to allow problem-solving to be done using genetic programming, the first one being the rotation of automobile tires and the second being evolving a computer program with the behavior of Boolean even-parity functions. This is followed by a discussion of how to use architecture-altering operations to solve a time-optimal control problem. The most interesting part of this discussion is that it illustrates the important point that disadvantageous actions should be taken in the short term so that the long-term objective can be achieved. In chapter 14, the ant foraging problem is used to illustrate a form of the (Minsky) multiagent problem and architecture-altering operations. This is followed by discussions on the digit recognition problem and the transmembrane segment identification problem. The authors choose the Fibonacci sequence to illustrate how recursion can be used in solving problems with genetic programming. The necessity of using internal storage is illustrated using the cart centering problem. The authors then overview the use of the Genetic Programming Problem Solver (GPPS) for automatically creating a computer program to solve a problem. Several problems are examined using this Solver, such as symbolic regression, sorting networks, and the intertwined spirals problem. The next part then considers the application of genetic programming to the automated synthesis of analog electrical circuits. The authors judge, rightfully, that the design process is one that will be a good judge of automated technique versus one that was done by humans, especially considering the fact that analog design is considered by many to be an "art" rather than a "science". The authors show how to import the SPICE simulation system into the genetic programming system, and discuss how validation of circuit design using this simulator would be done by the genetic programming system. After showing how a low-pass filter may be successfully designed using the genetic programming system, the authors show how with a few changes it can be used to design many different types of circuits. Interestingly, the authors cite the rediscovery by genetic programming of the elliptic filter topology of W. Cauer. Cauer arrived at his discovery via the use of elliptic functions, but the genetic program did not make use of these, but relied solely on the problem's fitness measure and natural selection! An interesting discussion is also given of the role of crossover in genetic programming by comparing the problem of synthesizing a lowpass filter with and without using crossover. The authors conclude that the crossover operation plays a large contribution to the actual solution of the problem. Then later, the authors show how genetic programming actually evolved a cellular automata that performs better than a succession of algorithms written by humans in the last two decades. Specifically, they show how genetic programming evolved a rule for the majority classification problem for one-dimensional two-state cellular automata that exceeds the accuracy of all known rules. Most interestingly, the authors show how genetic programming evolved motifs for detecting the D-E-A-D box family of proteins and for detecting the manganese superoxide dismutase family. The actual performance and implementation issues involved in genetic programming are discussed in the last two parts of the book. They discuss the computer time needed to yield the 14 instances where they claim that genetic programming has produced results that are competitive with human-produced results. The authors wrap things up in the last chapter of the book and discuss other instances where genetic programming has succeeded in automatically producing computer programs that are competitive with human-produced results. The evidence they have in the book is impressive but there are a few areas that will be ultimate tests of this approach, the most important being the discovery of new mathematical results or algorithms. It is this area that requires the most creativity on the part of the inventor.

The quest for *Automatic Programming* is the holy grail of artificial intelligence. The dream of having computer programs write other useful computer programs has haunted researchers since the nineteen fifties. In Genetic Programming III -Darwinian Invention and problem solving (GP3) by John R. Koza, Forest H Bennet III, David Andre and Martin A Keane, the authors claim that the first inscription on this trophy should be the name Genetic Programming (GP). GP is about applying evolutionary algorithms to search the space of computer programs. The authors paraphrase Arthur Samuel of 1959 and argue that with this method it is possible to "tell the computer what to do without telling it explicitly how to do it".The main hypothesis of the book is that GP is not only the first instance of true automatic programming but also creative to such an extant that it competes with humans in solving very hard problems and therefore the solutions produced by GP can sometimes be called inventions, thus the name "Darwinian Invention Machine". The book starts by listing sixteen proposed attributes of any automatic programming system. The attribute list begins with obvious properties such as the ability to produce entities that can run on a computer, continues by describing components of full computer programs and ends by expressing fuzzier concepts such as applicability, scalability and competitiveness with human-produced results. The authors argue that GP definitely has most of the 16 attributes and at least to some extent possesses the remaining few. The last attribute, human competitive results, is in turn defined by a list of eight properties where each of them gives enough evidence to conclude competitiveness to results produced by the intellect of a human. This list includes concepts such as whether the results are pantentable, publishable in scientific journals or better then best known human solutions. GP3 reports 14 experiments by the authors where the they claim that GP produced results fulfilling one or more of these properties and thus are competitive with that of a skilled human such as an engineer, mathematician, designer or programmer. Examples of results with the "darwinian invention quality" include sorting networks, analogue electrical circuit synthesis and creation of motifs for protein family detection. Pointers are also given to human competitive solutions evolved by other researchers.Overall there is no question that this is an important book putting the spotlight on one of the peak performing and most promising candidates for the general AI prize. There is no doubt that this book belongs in the standard library of all GP researchers or practitioners. This volumous book is a bit heterogeneous, probably stemming from the fact that is combined from a number of previously published papers with some new material. On the other hand is the volume important documentation of innovative work done by John Koza and his colleagues. In many place numerous pointers to work by other researchers are given but in the end I believe that the book would have a stronger case for presenting the GP state-of-the-art by including more references to similar research by other research groups.However most important and intriguing thing about this book is the provocative questions raised concerning definitions and claims of human competitive performance, "Darwinian invention" and artificial intelligence - particularly whether we have already passed an important milestone in the history of AI - automatic programming.

Why this book, when there are several shorter books on GP, and its principle author, John Koza, has written two other, more general and equally voluminous books on GP? This book addresses how to evolve program architecture, that's why! Living organisms didn't grow arms and eyes through simple mutation. It required more subtle genetic operators. Traditional genetic operators (as used in genetic algorithms) may be sufficient for evolving solutions to optimization problems where the structure if not the specifics of each solution is pretty much the same. But to effectively evolve program structures, you need architecture altering genetic operators. This book provides motivations in computer science, foundations in biology, and explanations in English.

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Ebook Download Build Your Running Body: A Total-Body Fitness Plan for All Distance Runners, from Milers to Ultramarathoners―Run Farther, Faster, and Injury-Free, by Pete Magill Thomas Schwartz

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Build Your Running Body: A Total-Body Fitness Plan for All Distance Runners, from Milers to Ultramarathoners―Run Farther, Faster, and Injury-Free, by Pete Magill Thomas Schwartz

Ebook Download Build Your Running Body: A Total-Body Fitness Plan for All Distance Runners, from Milers to Ultramarathoners―Run Farther, Faster, and Injury-Free, by Pete Magill Thomas Schwartz

Success can be begun by procedure. Among procedures that are very urgent and vital is by reading books. Why should read? Reviewing becomes one the most convenient means to reach the understanding, to boost the experiment, and also to obtain the motivations openly. Guide that ought to be read are likewise various. However, it will certainly rely on the instances that relate to you.

When you are remaining in this type of environment, exactly what you should choose is really Build Your Running Body: A Total-Body Fitness Plan For All Distance Runners, From Milers To Ultramarathoners―Run Farther, Faster, And Injury-Free, By Pete Magill Thomas Schwartz This is kind of recommended soft data book for your day-to-day reading. It will be associated with the requirement of your obligations and also lessons. But, the method to clarify it for you or words chosen become just what you love to. Great publication will not always imply that words will be so complex and so challenging to comprehend.

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Review

A Publishers Weekly Best Book of 2014 “With over 300 photos to illustrate everything from strides to strength programs, the authors clearly and concisely give readers helpful advice to improve their practice. Runners of all levels will appreciate the book’s breadth and encouraging tone . . . This is an informative, friendly guide that all runners can grow with and will likely return to over time.” —Publishers Weekly, starred review “This is so good. Honestly, I think this is the best running book ever.” —Bob Anderson, founder of Runner’s World and of the Double Road Race 15K Challenge and the Double Training Program “Build Your Running Body represents something new and needed in sports literature. This is the ‘right stuff’ for runners who want to get faster, enjoy running more, and stay injury-free for a lifetime.” —Bill Rodgers, four-time winner of both the New York City and Boston marathons “At last, a running book that shows us how to enjoy running all through life, and that’s as interesting as the sport we love so much.” —Kathrine Switzer, first woman to officially run the Boston Marathon and author of Marathon Woman “Build Your Running Body is the most useful, info-packed, and comprehensive training manual I’ve ever read. Coaches will find it invaluable, and runners of all levels will use it as a complete guide to reaching their goals.” —Amby Burfoot, 1968 Boston Marathon winner and Runner’s World editor-at-large “I wish I’d had an encyclopedia on running like Build Your Running Body long ago. It’s comprehensive—filled with relevant and valuable guidance—and articulated in a way that even the most novice runner can understand.” —Jacqueline Hansen, two-time world-record holder for the women’s marathon, Boston Marathon winner, and first woman to run a sub-2:40 marathon “A wonderful combination of running science with real-world wisdom for modern runners. When Pete Magill talks, smart runners listen.” —Scott Douglas,Runner’s World senior content editor “Coach Tom Schwartz possesses an understanding of training and racing that is world class. Utilizing an unconventional approach to training, Tom crafted a program that improved my endurance, my long-term development, and, most importantly, my confidence. Tom made me a champion.” —Kevin Miller, multiple times USA masters age-group and age-graded national champion “Build Your Running Body is nothing short of the Unified Theory of Running. Packed with delightfully fun-to-read advice and asides, it squeezes a century of technical research and coaching wisdom into a book of bite-sized lessons. Techniques and training, energy systems and recipes, race strategy and injury prevention—this book covers it all.” —Ken Stone, founder and editor of MastersTrack.com “Pete Magill must have found the fountain of youth. I coach college students, and he consistently outruns half my team! He must know something the rest of us don’t!” —Steve Scott, former American record-holder in the mile (3:47.69), 3-time Olympian, 10 times ranked #1 American miler, and world record-holder for most sub–4 minute miles (136) “You will not want to put Build Your Running Body down. It’s OK to miss a training day to learn from Pete Magill’s knowledge and experience—runners of all ages and abilities will be smarter just by getting this book in their hands. It’s filled with good, honest common sense gained from years of experience and results.” —Rod Dixon, winner of the 1983 New York City Marathon, Olympic Medalist, two-time World Cross Country Championship Medalist, and founder of KiDSMARATHON “Build Your Running Body masterfully breaks down the essentials of running-specific training and will help bring you to the starting line of your next race happier, healthier, and faster than ever! Pete Magill is a master, and that’s not just an age group designation! The wealth of knowledge in this book is truly remarkable—it shares much of what has allowed Pete to continue to thrive as an athlete and has something to teach every aspiring runner out there. It’s truly a must have!” —Will Leer, 2013 USA Champion, Indoor Mile & Indoor 3000 Meters

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About the Author

Pete Magill has coached his running clubs to 19 masters national championships. He’s a five-time USA Masters Cross Country Runner of the Year and the fastest-ever American distance runner over age 50 in the 5K and 10K. He is also the lead author of Build Your Running Body. He lives in South Pasadena, California.

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Product details

Paperback: 448 pages

Publisher: The Experiment; 1 edition (July 29, 2014)

Language: English

ISBN-10: 9781615191024

ISBN-13: 978-1615191024

ASIN: 161519102X

Product Dimensions:

7.5 x 1 x 9.2 inches

Shipping Weight: 2 pounds (View shipping rates and policies)

Average Customer Review:

4.7 out of 5 stars

158 customer reviews

Amazon Best Sellers Rank:

#28,791 in Books (See Top 100 in Books)

At some point while wading through the hundreds of books, thousands of YouTube videos, and millions of blogs and web pages devoted to teach a human being how to run, I got so bogged down by so much contradictory points of view that I just gave up. Not on running, just on the search for the perfection of it. I really love to run. But for thirteen years I stopped. This year I turn 44 and I have decided to make duathlon my sport. For years I have been body building and cross training on road and mountain bike. I started running again this spring as part of my training and immediately became hobbled by shin splints. And so I did what everyone does, I searched the Internet for advice on how to fix the problem. And that lead to article after article and video after video of information on every conceivable aspect of running. It also led to a severe bout of information overload and it led me to just give up on reading, viewing, or listening to any more advice from experts on running. So when I picked this book up at the library it was only because the words body and building where in the title and I spent two decades doing that so I figured I could wade through the B.S. one more time but with little hope of getting past the first chapter. But then as I read on I realized that there isn't really any B.S. and that it rather clearly breaks down running by individual body systems and yet shows how the are all connected. It also hits on most of the running training methods out there today but in a way that gives you an overview rather than a dogmatic opinion. There are also chapters devoted to all the usual aspects covered in every other running book I've read. But this is more like a running for dummies book but for people of average intelligence. People who aren't necessarily attempting to be a better runner by reading but rather by running. So for me, this book is it. I am done. I am returning this book to the library today after the copy I orderd on Amazon arrives today. I'm not reading any more books on running. I'm not reading any more magazines on the latest running shoes. I will still watch the occasional video on running events and destinations but not on form or cadence or stretching or cross training. It's all just a waist of energy to me at this point. I've settled on a source of information for me that I will reference from now on on those subjects. I now will own exactly one book on running after reading or attempting to read dozens. It won't get updated with the latest greatest fads and crazes in the world of running and to me that's good. In fact, during my search for perfection in my running I realized that this book probably isn't perfect, BUT, it's good enough. And good enough is something I've never found from any of the other books, videos, and cyber opinions that I have waded through to get here.

Build Your Running Body seems like one of the more thorough running books out there. Here's a quick breakdown of the chapters...-Chapter 1 covers basic running stuff such as motivation, gear, etc.-Chapter 2 is what I think of as the meat and potatoes of the book. It tells you how to build the parts of your body to get you a better "running body". A few areas discussed include the muscles, connective tissues, hormones, nervous system - I like the some of these are things runners don't normally think about.-Chapter 3 talks helps you with a running program, talking about things such as a training schedule, recovery, injury prevention (BTW, runners with problematic hamstrings might want to check out Bulletproof Your Hamstrings-Chapter 4 discusses running and your diet-Chapter 5 talks about a racing strategy/approachAs you can see, its a pretty complete book that cover a lot of important (and little thought about) running information. There's also over a hundred workouts to help build your running body - from plyometrics to cross training - and there's even recipes! So if you're looking for ways to improve your running and your body, its worth a good look! :)

This is the *one* book to get if you are going to get any book on running. It's comprehensive, well-written and has many practical examples and advice. It validates many of the things I do now to keep this running body on the road.

I don't say a " must read book" but a " must have book" for any type of runners (or trainers) from amateurs to elite athletes. The book has very valuable information about how to plan a training routine, how to feed and how to avoid injuries, which you will need to check over and over during your preparation. Not only runners but also any kind of sports people can get advantage from it because it contains many useful information about human anatomy and results of important scientific researches about sports performance. The only downturn of it is, tables in the books are not easy to read in the kindle edition; so I strongly recommend to buy a hardcopy.

As I near my 30th birthday (yikes) I've been trying to get in better shape. This book has been very helpful for taking my running to the next level. Prior to reading it I typically ran at a fairly fast pace with low mileage and suffered tons of injuries from overuse. The book is very helpful in guiding you to running at the appropriate pace and distances. It will teach you how to avoid injury, get stronger, and faster. Its a very comprehensive book and has lots of information about strength training, improving nervous system, food, strengthening connective tissue, etc. etc. I really like all the exercises for injury prevention! Tons of information. If there is a critique, I think it is that the running plans are often a bit overly complex. If you are a new runner or not terribly serious you will have to modify the run plans to fit your needs. However, the information is all there to make those decisions. The book reads very easy and I enjoyed reading all the chapters that fit my goals. In the last 4 months I've gone from running ~ 3-4 miles a week to running >12 miles a week. I've avoided major injuries and the legs feel pretty good.

Wow, this book is like a reference manual for runners! Information geared towards whatever level you're at. Very detailed and lots of pictures to help demonstrate exercises, etc. Routines are included such as strengthening muscles using weights, stretching and routines for running schedules.

Agree with several others that this covers many, many key issues with running. I have some books that are better on specific parts of running, however this is the best overall book I have. I bought two additional books for friends.

Build Your Running Body: A Total-Body Fitness Plan for All Distance Runners, from Milers to Ultramarathoners―Run Farther, Faster, and Injury-Free, by Pete Magill Thomas Schwartz PDF
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Build Your Running Body: A Total-Body Fitness Plan for All Distance Runners, from Milers to Ultramarathoners―Run Farther, Faster, and Injury-Free, by Pete Magill Thomas Schwartz PDF

Build Your Running Body: A Total-Body Fitness Plan for All Distance Runners, from Milers to Ultramarathoners―Run Farther, Faster, and Injury-Free, by Pete Magill Thomas Schwartz PDF

Build Your Running Body: A Total-Body Fitness Plan for All Distance Runners, from Milers to Ultramarathoners―Run Farther, Faster, and Injury-Free, by Pete Magill Thomas Schwartz PDF

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Free Ebook Dreamin' Sun Vol. 1, by Ichigo Takano

Free Ebook Dreamin' Sun Vol. 1, by Ichigo Takano

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Review

"Takano's combination of mental health issues with shoujo romance themes sets this up to be worth reading..." --Rebecca Silverman, Anime News Network"...Dreamin’ Sun has strong writing, thematic heft, and clean pacing. This is a strong debut volume, and hopefully a sign of things to come." --Alex Hoffman, Sequential State

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About the Author

Ichigo Takano, a Japanese manga-ka who specializes in shoujo manga, is the Eisner-nominated creator of orange. Her titles include:orange seriesorange: The Complete Collection 1orange: The Complete Collection 2orange: futureDreamin' Sun seriesDreamin' Sun Volumes 1-10Become You seriesBecome You Volume 1+

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Product details

Series: Dreamin' Sun (Book 1)

Paperback: 180 pages

Publisher: Seven Seas (May 2, 2017)

Language: English

ISBN-10: 1626925259

ISBN-13: 978-1626925250

Product Dimensions:

5.1 x 0.6 x 7.2 inches

Shipping Weight: 5.6 ounces (View shipping rates and policies)

Average Customer Review:

4.0 out of 5 stars

12 customer reviews

Amazon Best Sellers Rank:

#228,554 in Books (See Top 100 in Books)

I bought this because he previous work Orange changed my life. That series was so wonderful I wanted to see more of this artists stories. I was very sad when I read this though. This manga, though cute with some lovable characters, feels rushed and like it was created for money not because the artist had a story they wanted to tell. This series will have about 10 volumes and I went through and read the scans to see if it got any better. I wanted to love this so much. I felt it got worse and worse for me. The main character I feel is put into a love triangle that I don't really pull for and she just starts living with three boys because she is unhappy in her home life. I was told if i liked fruits basket I would love this. I did not however and it makes me sad I know this author can make stories that leave a lasting impact and this was not one of them.

I absolutely loved Orange so I wanted to see how this was. I got hooked to the characters and already formed my own ship theories. Just after reading about 15 pages I knew for a fact I had to get the rest of the series! Can't wait to read and watch this!

I loved Orange and was excited for any new projects by Ichigo Takano. I was not disappointed. This was a wonderful opening to another heartfelt, hilarious coming if age story with well rounded characters I have already bonded with.

When I saw this author released another series in English I just had to read it. I absolutely loved her other series Orange and cant wait for more Dreamin' Sun

i love Ichigo so I couldn't resist- came in perfect condition

I loved this series and I was super excited to get this book because I hadn’t been into mange for a while until I found out they were publishing this. I ordered the first and second volumes. The second one got here safely, sadly, I can’t say the same for the first one as it arrived in a damaged condition.

Such a wonderful start to a series. I loved Orange, and I am so excited to read another series by this author/artist.

Cute story so far, with some intriguing character that I'm looking forward to getting to know. I really liked the manga, "Orange", so I wanted to check this out, since it's written by the same mangaka.

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Dreamin' Sun Vol. 1, by Ichigo Takano PDF

Dreamin' Sun Vol. 1, by Ichigo Takano PDF

Dreamin' Sun Vol. 1, by Ichigo Takano PDF

Dreamin' Sun Vol. 1, by Ichigo Takano PDF

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