Learn IT - Books tags heuristic

Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project

Addison Wesley, 1984

The last seven years have seen the field of artificial intelligence (AI) transformed. This transformation is not simple, nor has it yet run its course. The transformation has been generated by the emergence of expert systems. Whatever exactly these are or turn out to be, they first arose during the 1970s, with a triple claim: to be AI systems that...

Logic Minimization Algorithms for VLSI Synthesis (The Springer International Series in Engineering and Computer Science)

Springer, 1984

The roots of the project which culminates with the writing of this book can be traced to the work on logic synthesis started in 1979 at the IBM Watson Research Center and at University of California, Berkeley. During the preliminary phases of these projects, the impor tance of logic minimization for the synthesis of area and...

Quotient Space Based Problem Solving: A Theoretical Foundation of Granular Computing

Morgan and Claypool Publishers, 2014

The term problem solving is used in many disciplines, sometimes with different perspectives. As one of the important topics in artiï¬cial intelligence (AI) research, it is a computerized process of human problem-solving behaviors. So the aim of problem solving is to develop techniques that program computers to ï¬nd solutions...

Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017) (Advances in Intelligent Systems and Computing)

Springer, 2017

This book presents state-of-the-art technical contributions based around one of the most successful evolutionary optimization algorithms published to date: Harmony Search. Contributions span from novel technical derivations of this algorithm to applications in the broad fields of civil engineering, energy, transportation &...

Hands-On Artificial Intelligence with Java for Beginners: Build intelligent apps using machine learning and deep learning with Deeplearning4j

Packt Publishing, 2018

Build, train, and deploy intelligent applications using Java libraries

Key Features

Leverage the power of Java libraries to build smart applications

Build and train deep learning models for implementing artificial intelligence

Learn various algorithms to...

Crushing the IT Gender Bias: Thriving as a Woman in Technology

Apress, 2019

When my career first began, I was on a team of five women Database Administrators (DBAs). Within 9 months, one of the five who was hired at the same time as I was left the industry. She was young, single, had a degree in Computer Science (CS) with a focus on database technology, and had no children. I had difficulty understanding...

Artificial Neural Networks in Real-life Applications

Idea Group Publishing, 2005

The analysis of the computational models developed up to the present day show that the
artificial neural networks (ANN) have certain limits as information processing paradigms.
We believe that these limitations may be due to the fact that the existing models neither
reflect certain behaviours of the neurons nor consider the...

Heuristic and Optimization for Knowledge Discovery

Idea Group Publishing, 2002

With the large amount of data stored by many organizations, capitalists have observed that this information is an intangible asset. Unfortunately, handling large databases is a very complex process and traditional learning techniques are expensive to use. Heuristic techniques provide much help in this arena, although little is known about heuristic...

Object-Oriented Design Heuristics

Addison Wesley, 1996

Upon completion of an object-oriented design, you are faced with a troubling question: "Is it good, bad, or somewhere in between?" Seasoned experts often answer this question by subjecting the design to a subconscious list of guidelines based on their years of experience. Experienced developer Arthur J. Riel has captured this elusive,...

Telecommunications Optimization: Heuristic and Adaptive Techniques

John Wiley & Sons, 2000

Each of us is interested in optimization, and telecommunications. Via several meetings,
conferences, chats, and other opportunities, we have discovered these joint interests and
decided to put together this book.
It certainly wasn’t easy. What made it difficult is partly the reason for this book in the
first place: things...

Intelligent Techniques for Planning

Idea Group Publishing, 2004

The Intelligent Techniques for Planning presents a number of modern approaches to the area of automated planning. These approaches combine methods from classical planning such as the construction of graphs and the use of domain-independent heuristics with techniques from other areas of artificial intelligence. The book presents, in detail, a number...

Artificial Intelligence: A New Synthesis (The Morgan Kaufmann Series in Artificial Intelligence)

Morgan Kaufmann, 1998

Intelligent agents are employed as the central characters in this new introductory text. Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI. Neural networks, genetic programming, computer vision, heuristic search, knowledge representation and...

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