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Bioinformatics: The Machine Learning Approach, Second Edition (Adaptive Computation and Machine Learning)
Bioinformatics: The Machine Learning Approach, Second Edition (Adaptive Computation and Machine Learning)

We have been very pleased, beyond our expectations, with the reception of the first edition of this book. Bioinformatics, however, continues to evolve very rapidly, hence the need for a new edition. In the past three years, fullgenome sequencing has blossomed with the completion of the sequence of the fly and the first draft of the...

Computers and Games: 7th International Conference, CG 2010, Kanazawa, Japan
Computers and Games: 7th International Conference, CG 2010, Kanazawa, Japan

This book contains the papers of the 7th Computer and Games Conference (CG 2010) held in Kanazawa, Japan. The conference took place during September 24–26, 2010 in conjunction with the 15th Computer Olympiad and the 17th World Computer Chess Championship.

The Computer and Games conference series is a major international...

Simulated Annealing and Boltzmann Machines: A Stochastic Approach to Combinatorial Optimization and Neural Computing
Simulated Annealing and Boltzmann Machines: A Stochastic Approach to Combinatorial Optimization and Neural Computing

Wiley-Interscience Series in Discrete Mathematics and Optimization Advisory Editors Ronald L. Graham Jan Karel Lenstra Robert E. Tarjan Discrete Mathematics and Optimization involves the study of finite structures. It is one of the fastest growing areas in mathematics today. The level and depth of recent advances in the area and the wide...

Exact Exponential Algorithms (Texts in Theoretical Computer Science. An EATCS Series)
Exact Exponential Algorithms (Texts in Theoretical Computer Science. An EATCS Series)

For a long time computer scientists have distinguished between fast and slow algorithms. Fast (or good) algorithms are the algorithms that run in polynomial time, which means that the number of steps required for the algorithm to solve a problem is bounded by some polynomial in the length of the input. All other algorithms are slow (or bad)....

Theoretical Computer Sciences: Lectures given at a Summer School of the Centro Internazionale Matematico Estivo
Theoretical Computer Sciences: Lectures given at a Summer School of the Centro Internazionale Matematico Estivo

R.E. Miller: Parallel program schemata.- D.E. Muller: Theory of automata.- R. Karp: Computational complexity of combinatorial and graph-theoretic problems.

In this lecture we discuss a type of computer organization which is based upon the concept of operation sequencing being controlled by operand availability. Such sequencing...

Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems: 7th International Conference
Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems: 7th International Conference

Cutting planes (cuts) are very popular in the OR community, where they are used to strengthen the Linear Programming (LP) relaxation of Mixed-Integer Programs (MIPs) in the hope of improving the performance of an exact LPbased solver. In particular, an intense research effort has been devoted to the study of families of general cuts,...

Algorithms and Computation: 20th International Symposium, ISAAC 2009, Honolulu, Hawaii
Algorithms and Computation: 20th International Symposium, ISAAC 2009, Honolulu, Hawaii

The papers in this volume were presented at the 20th Annual International Symposium on Algorithms and Computation, held December 16–18, 2009, in Hawaii, USA. In response to the Call-for-Papers, 279 papers were submitted. Each paper received at least three reviews by either Program Committee members or experts selected by Program...

Automated Deduction in Geometry: 8th International Workshop, ADG 2010, Munich, Germany
Automated Deduction in Geometry: 8th International Workshop, ADG 2010, Munich, Germany

From July 22 to July 24, 2010, the Technische Universit¨at M¨unchen, Germany, hosted the eighth edition of the now well-established ADG workshop dedicated to Automatic Deduction in Geometry. From the first edition, which was held in Toulouse in 1996, to ADG 2010, a slow mutation has taken place. The workshop that was formerly...

Handbook of Swarm Intelligence: Concepts, Principles and Applications (Adaptation, Learning, and Optimization)
Handbook of Swarm Intelligence: Concepts, Principles and Applications (Adaptation, Learning, and Optimization)
Swarm Intelligence is a collection of nature-inspired algorithms under the big umbrella of evolutionary computation. They are population based algorithms. A population of individuals (potential candidate solutions) cooperating among themselves and statistically becoming better and better over generations and eventually finding (a)...
Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence (Studies in Computational Intelligence)
Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence (Studies in Computational Intelligence)
The idea for this second edition came from Janusz Kacprzyk on April 29, 2005, who kindly invited me to his new Springer series, Studies in Computational Intelligence. The initial plan was to correct the usual typos and mistakes but leave the book unchanged, as Janusz thought (and I agreed with him) that it was the proper moment...
Evolutionary Algorithms in Molecular Design (Methods and Principles in Medicinal Chemistry)
Evolutionary Algorithms in Molecular Design (Methods and Principles in Medicinal Chemistry)
Nature has solved its most complicated problem, the creation, variation, and improvement of living organisms, in a simple and efficient manner. Starting from primitive forms in earth history, mutation and crossover produced variations that had to struggle for their existence and to compete with their ancestors and genetically...
Language and Automata Theory and Applications: 5th International Conference
Language and Automata Theory and Applications: 5th International Conference
These proceedings contain the papers that were presented at the 5th International Conference on Language and Automata Theory and Applications (LATA 2011), held in Tarragona, Spain, during May 26–31, 2011.

The scope of LATA is rather broad, including: algebraic language theory; algorithms for semi-structured
...
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