The Morgan Kaufmann Series in Artificial Intelligence – serie
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9 produkter
Genetic Programming
An Introduction
Av Wolfgang Banzhaf, Peter Nordin m. fl.
Inbunden, 1998
1091 kr
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Since the early 1990s, genetic programming (GP)-a discipline whose goal is to enable the automatic generation of computer programs-has emerged as one of the most promising paradigms for fast, productive software development. GP combines biological metaphors gleaned from Darwin's theory of evolution …
Swarm Intelligence
Av Russell C. Eberhart, Yuhui Shi m. fl.
Inbunden, 2001
1197 kr
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Traditional methods for creating intelligent computational systems have privileged private "internal" cognitive and computational processes. In contrast, Swarm Intelligence argues that human intelligence derives from the interactions of individuals in a social world and further, that this model of …
Illustrating Evolutionary Computation with Mathematica
Inbunden, 2001
1057 kr
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An essential capacity of intelligence is the ability to learn. An artificially intelligent system that could learn would not have to be programmed for every eventuality; it could adapt to its changing environment and conditions just as biological systems do. Illustrating Evolutionary Computation …
Blondie24
Playing at the Edge of AI
Häftad, 2001
270 kr
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Blondie24 tells the story of a computer that taught itself to play checkers far better than its creators ever could by using a program that emulated the basic principles of Darwinian evolution--random variation and natural selection-- to discover on its own how to excel at the game. Unlike Deep …
Evolutionary Computation in Bioinformatics
Av Gary B. Fogel, David W. Corne
Inbunden, 2002
931 kr
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Bioinformatics has never been as popular as it is today. The genomics revolution is generating so much data in such rapid succession that it has become difficult for biologists to decipher. In particular, there are many problems in biology that are too large to solve with standard methods. …
Automated Planning
Theory and Practice
Av Malik Ghallab, Dana Nau m. fl.
Inbunden, 2004
934 kr
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Automated planning technology now plays a significant role in a variety of demanding applications, ranging from controlling space vehicles and robots to playing the game of bridge. These real-world applications create new opportunities for synergy between theory and practice: observing what works …
Stochastic Local Search
Foundations and Applications
Av Holger H. Hoos, Thomas St�tzle
Inbunden, 2004
907 kr
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Stochastic local search (SLS) algorithms are among the most prominent and successful techniques for solving computationally difficult problems in many areas of computer science and operations research, including propositional satisfiability, constraint satisfaction, routing, and scheduling. SLS …
Constraint Processing
Av Rina Dechter
Inbunden, 2003
815 kr
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Constraint satisfaction is a simple but powerful tool. Constraints identify the impossible and reduce the realm of possibilities to effectively focus on the possible, allowing for a natural declarative formulation of what must be satisfied, without expressing how. The field of constraint reasoning …
Knowledge Representation and Reasoning
Av Ronald Brachman, Hector Levesque
Inbunden, 2004
998 kr
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Knowledge representation is at the very core of a radical idea for understanding intelligence. Instead of trying to understand or build brains from the bottom up, its goal is to understand and build intelligent behavior from the top down, putting the focus on what an agent needs to know in order to …