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Unified Computational Intelligence for Complex Systems (Hardcover, 2010 Ed.): John Seiffertt, Donald C. Wunsch Unified Computational Intelligence for Complex Systems (Hardcover, 2010 Ed.)
John Seiffertt, Donald C. Wunsch
R2,776 Discovery Miles 27 760 Ships in 10 - 15 working days

Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality to adapt to maintain their course within a complex and unpredictably changing environment, and they may help us seek out truths about our own dynamics and lives through their inclusion in complex system modeling. These capabilities place our ability to compute in a category apart from our ability to erect suspension bridges, although both are products of technological advancement and reflect an increased understanding of our world. In this book, we show how to unify aspects of learning and adaptation within the computational intelligence framework. While a number of algorithms exist that fall under the umbrella of computational intelligence, with new ones added every year, all of them focus on the capabilities of learning, adapting, and helping us seek. So, the term unified computational intelligence relates not to the individual algorithms but to the underlying goals driving them. This book focuses on the computational intelligence areas of neural networks and dynamic programming, showing how to unify aspects of these areas to create new, more powerful, computational intelligence architectures to apply to new problem domains.

Digital Logic for Computing (Hardcover, 1st ed. 2017): John Seiffertt Digital Logic for Computing (Hardcover, 1st ed. 2017)
John Seiffertt
R2,618 Discovery Miles 26 180 Ships in 12 - 17 working days

The book provides a bottom-up approach to understanding how a computer works and how to use computing to solve real-world problems. It covers the basics of digital logic through the lens of computer organization and programming. The reader should be able to design his or her own computer from the ground up at the end of the book. Logic simulation with Verilog is used throughout, assembly languages are introduced and discussed, and the fundamentals of computer architecture and embedded systems are touched upon, all in a cohesive design-driven framework suitable for class or self-study.

Digital Logic for Computing (Paperback, Softcover reprint of the original 1st ed. 2017): John Seiffertt Digital Logic for Computing (Paperback, Softcover reprint of the original 1st ed. 2017)
John Seiffertt
R1,481 Discovery Miles 14 810 Ships in 10 - 15 working days

The book provides a bottom-up approach to understanding how a computer works and how to use computing to solve real-world problems. It covers the basics of digital logic through the lens of computer organization and programming. The reader should be able to design his or her own computer from the ground up at the end of the book. Logic simulation with Verilog is used throughout, assembly languages are introduced and discussed, and the fundamentals of computer architecture and embedded systems are touched upon, all in a cohesive design-driven framework suitable for class or self-study.

Unified Computational Intelligence for Complex Systems (Paperback, 2010 ed.): John Seiffertt, Donald C. Wunsch Unified Computational Intelligence for Complex Systems (Paperback, 2010 ed.)
John Seiffertt, Donald C. Wunsch
R2,740 Discovery Miles 27 400 Ships in 10 - 15 working days

Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality to adapt to maintain their course within a complex and unpredictably changing environment, and they may help us seek out truths about our own dynamics and lives through their inclusion in complex system modeling. These capabilities place our ability to compute in a category apart from our ability to erect suspension bridges, although both are products of technological advancement and reflect an increased understanding of our world. In this book, we show how to unify aspects of learning and adaptation within the computational intelligence framework. While a number of algorithms exist that fall under the umbrella of computational intelligence, with new ones added every year, all of them focus on the capabilities of learning, adapting, and helping us seek. So, the term unified computational intelligence relates not to the individual algorithms but to the underlying goals driving them. This book focuses on the computational intelligence areas of neural networks and dynamic programming, showing how to unify aspects of these areas to create new, more powerful, computational intelligence architectures to apply to new problem domains.

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