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Principal Concepts in Applied Evolutionary Computation: Emerging Trends

Emerging Trends

Increasingly powerful and diverse computing technologies have the potential to tackle ever greater and more complex problems and dilemmas in engineering and science disciplines. Principal Concepts in Applied Evolutionary Computation: Emerging Trends provides an introduction to the important interdisciplinary discipline of evolutionary computation, an artificial intelligence field that combines the principles of computational intelligence with the mechanisms of the theory of evolution. Academics and practicing field professionals will find this reference useful as they break into the emerging and complex world of evolutionary computation, learning to harness and utilize this exciting new interdisciplinary field.

This book contains articles from the four issues of Volume 1 of the International
Journal of Applied Evolutionary Computation (IJAEC). As mentioned in journal's
description, this book reflects the journal's mission of publishing high-quality ...

Intelligence Computation and Evolutionary Computation

Results of 2012 International Conference of Intelligence Computation and Evolutionary Computation ICEC 2012 Held July 7, 2012 in Wuhan, China

2012 International Conference of Intelligence Computation and Evolutionary Computation (ICEC 2012) is held on July 7, 2012 in Wuhan, China. This conference is sponsored by Information Technology & Industrial Engineering Research Center. ICEC 2012 is a forum for presentation of new research results of intelligent computation and evolutionary computation. Cross-fertilization of intelligent computation, evolutionary computation, evolvable hardware and newly emerging technologies is strongly encouraged. The forum aims to bring together researchers, developers, and users from around the world in both industry and academia for sharing state-of-art results, for exploring new areas of research and development, and to discuss emerging issues facing intelligent computation and evolutionary computation.

Results of 2012 International Conference of Intelligence Computation and
Evolutionary Computation ICEC 2012 Held July 7, 2012 in Wuhan, China Zhenyu
Du. A PCA-Based Automated Method for Determination of Human Body
Orientation ...

Markov Networks in Evolutionary Computation

Markov networks and other probabilistic graphical modes have recently received an upsurge in attention from Evolutionary computation community, particularly in the area of Estimation of distribution algorithms (EDAs). EDAs have arisen as one of the most successful experiences in the application of machine learning methods in optimization, mainly due to their efficiency to solve complex real-world optimization problems and their suitability for theoretical analysis. This book focuses on the different steps involved in the conception, implementation and application of EDAs that use Markov networks, and undirected models in general. It can serve as a general introduction to EDAs but covers also an important current void in the study of these algorithms by explaining the specificities and benefits of modeling optimization problems by means of undirected probabilistic models. All major developments to date in the progressive introduction of Markov networks based EDAs are reviewed in the book. Hot current research trends and future perspectives in the enhancement and applicability of EDAs are also covered. The contributions included in the book address topics as relevant as the application of probabilistic-based fitness models, the use of belief propagation algorithms in EDAs and the application of Markov network based EDAs to real-world optimization problems. The book should be of interest to researchers and practitioners from areas such as optimization, evolutionary computation, and machine learning.

This book focuses on the different steps involved in the conception, implementation and application of EDAs that use Markov networks, and undirected models in general.

Practical Applications of Evolutionary Computation to Financial Engineering

Robust Techniques for Forecasting, Trading and Hedging

“Practical Applications of Evolutionary Computation to Financial Engineering” presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionary Computation. This book bridges the gap between academics in computer science and traders and explains the basic ideas of the proposed systems and the financial problems in ways that can be understood by readers without previous knowledge on either of the fields. To cement the ideas discussed in the book, software packages are offered that implement the systems described within. The book is structured so that each chapter can be read independently from the others. Chapters 1 and 2 describe evolutionary computation. The third chapter is an introduction to financial engineering problems for readers who are unfamiliar with this area. The following chapters each deal, in turn, with a different problem in the financial engineering field describing each problem in detail and focusing on solutions based on evolutionary computation. Finally, the two appendixes describe software packages that implement the solutions discussed in this book, including installation manuals and parameter explanations.

To cement the ideas discussed in the book, software packages are offered that implement the systems described within. The book is structured so that each chapter can be read independently from the others.

The Next Civilization

Keberanian seperti yang dimiliki Prof. Dr. Nanat Fatah Natsir menjawab lantang pertanyaan: “peradaban mana yang akan menjadi peradaban masa depan?” dengan “peradaban Indonesia”, jarang ditemui di antara banyak orang yang sedang gelisah karena melihat begitu seringnya benih semangat pluralitas tercabik-cabik oleh pertikaian bernuansa sara di negeri yang memiliki lebih dari 1.200 suku bangsa ini. Terbiasa dengan suasana pertikaian membuat orang kehilangan “keberanian” untuk berefleksi kritis – seimbang terhadap realitas peradaban, apalagi melakukan “kritik diri”. Akibatnya, orang tidak mampu menemukan titik-titik temu nilai peradaban, dan karena itu juga tidak mampu membawa bangsa Indonesia ke depan untuk memperjuangkan keadilan, rasionalitas, transendensi dan harmoni secara lebih kontekstual dalam ruang dialog antarperadaban. Pemikiran optimistis-moderat Prof. Nanat dalam buku The Next Civilitation akan menjadi inspirasi bagi pemimpin (muda) bangsa Indonesia, yang akan sepakat dengan Prof. Nanat: “[...], sekali lagi, penulis masih

Dr. Nanat Fatah Natsir menjawab lantang pertanyaan: “peradaban mana yang akan menjadi peradaban masa depan?” dengan “peradaban Indonesia”, jarang ditemui di antara banyak orang yang sedang gelisah karena melihat begitu seringnya ...

Mencetak Superman Masa Depan

Revolusi Mindset, Peranan, & Cara Orangtua/Guru dalam Mendidik Anak

Sebagai orangtua bisa jadi Anda sudah hebat, tetapi Anda juga pasti ingin anak Anda lebih hebat daripada Anda. Orangtua adalah guru terbaik bagi anak. Orangtua tentu saja dapat meminta bantuan sekolah untuk membantu pendidikan anak. Namun, orangtua sebaiknya tidak melewatkan kesempatan untuk juga mendidik anak di rumah. Menjadi penanggung jawab aktif pendidikan anak akan memberikan berkah yang besar sekali bagi masa depan anak dan orangtua sendiri. Di sisi lain, guru yang mempunyai pengharapan dan kepercayaan yang tinggi kepada siswanya dapat memberikan pengaruh positif yang sangat besar. Kadang kala, saking banyaknya permasalahan yang dihadapi orangtua dan guru dalam mendidik anak, membuat mereka bingung menentukan strategi yang tepat dalam mengeluarkan dan melesatkan potensi anak. Akhirnya, strategi yang dipilih hanya didasarkan pada pengalaman masa kecil si orangtua dan guru, yang belum tentu sesuai dengan perkembangan zaman yang dilalui anak. Ir. Hartono Sangkanparan memaparkan hal-hal mendasar tentang anak yang sering luput dari perhatian dan tidak terpikirkan oleh orangtua dan guru. Tentang karakter anak dan cara menyikapinya, memilih pendidikan yang sesuai dengan anak, memilih metode pendidikan yang sesuai dengan perkembangan zaman, sampai membekali anak dengan kecerdasan finansial sejak dini. -VisiMedia-

Dalam pendidikan formal, selain jenjang biasa setingkat SD, SMP, SMA, atau
SMK, tersedia juga SBI (sekolah bertaraf international), National Plus,
International Baccalaureate, pesantren, atau sekolah rumah. Dalam sekolah
rumah ...

Selling with character

the principles : 18 prinsip keberhasilan penjualan di era horizontal dalam membangun bisnis dan hubungan pelanggan yang berkelanjutan