Design algorithms

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  • Chapter 11 present the contents: Designing a set of relations, properties of relational decompositions, algorithms for relational database schema, multivalued dependencies and fourth normal form, join dependencies and fifth normal form, inclusion dependencies, other dependencies and normal forms.

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  • Algorithms play the central role both in the science and practice of computing. Recognition of this fact has led to the appearance of a considerable number of textbooks on the subject. By and large, they follow one of two alternatives in presenting algorithms. One classifies algorithms according to a problem type. Such a book would have separate chapters on algorithms for sorting, searching, graphs, and so on. The advantage of this approach is that it allows an immediate comparison of, say, the efficiency of different algorithms for the same problem.

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  • Algorithm is used to define the notion of decidability. It is a set of rules that precisely defines a sequence of operations. This is essential for computers to process information. Computer programs contain algorithms that detail specific instructions a computer should perform to carry out a specified task. The traditional computer program performs specific instructions sequentially, and uses crisp values of information which do not support uncertainties.

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  • The uniqueness of this book lies in bringing all those methodologies under the umbrella of design and provide detailed description about how these methods, QFD, DOE, the robust method, FMEA, Design for X, Axiomatic Design, TRIZ can be utilized to help quality improvement in software development, what kinds of different roles those methods play in various stages of design and how to combine those methods to form a comprehensive strategy, a design algorithm, to tackle any quality issues in the design stage....

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  • Algorithm and Networking for Computer Game 1 Introduction —1.1 Anatomy of Computer Games —1.2 Synthetic Players ——1.2.1 Humanness. ——1.2.2 Stance —1.3 Multi playing —1.4 Games and Storytelling —1.5 Other Game Design Considerations —1.6 Outline of the Book ——1.6.1 Algorithms ——1.6.2 Networking. —1.7 Summary I. Algorithms 2 Random Numbers —2.1 Linear Congruential Method ——2.1.1 Choice of parameters ——2.1.2 Testing the randomness ——2.1.3 Using the generators —2.2 Discrete Finite Distributions —2.3 Random Shuffling —2.4 Creating Game Worlds.

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  • Relation Decomposition and Insufficiency of Normal Forms (cont.): Attribute preservation condition: Each attribute in R will appear in at least one relation schema Ri in the decomposition so that no attributes are “lost”. Another goal of decomposition is to have each individual relation Ri in the decomposition D be in BCNF or 3NF. Additional properties of decomposition are needed to prevent from generating spurious tuples

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  • 1. Data Structure 1.1 What is the data structure 1.2 Basic data structure 1.3 Problem-oriented data structure 2. Algorithm 2.1 Basic of Algorithm 2.2 Various algorithm 2.3 Evaluation of algorithm 2.4 How to design algorithm 3. Internal Design 3.1 What id internal design 3.2 Functional partitioning and structuring 3.3 Physical data design 3.4 Detailed input-output design 3.5 Creation and reuse of parts 3.6 Creating internal

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  • Lecture Algorithm design - Chapter 6: Dynamic programming II include all of the following: Sequence alignment, hirschberg's algorithm, Bellman-Ford algorithm, distance vector protocols, negative cycles in a digraph.

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  • A set of the same kind of data processed by a computer is called a "data type." In the program design stage, the way data should be represented and programmed into a computer must be examined carefully, so that the most appropriate data type can be chosen. A data type that is represented and programmed is called a "data structure."

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  • The main contents of lecture Algorithm design chapter 2 "Algorithm analysis" include all of the following: Computational tractability, asymptotic order of growth, survey of common running times.

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  • Lecture Algorithm design - Chapter 4: Greedy Algorithms I include all of the following: Coin changing, interval scheduling, scheduling to minimize lateness, optimal caching.

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  • Lecture Algorithm design - Chapter 4: Greedy Algorithms II include all of the following: Dijkstra's algorithm; minimum spanning trees; Prim, Kruskal, Boruvka; single-link clustering; min-cost arborescences.

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  • Lecture Algorithm design - Chapter 5: Divide and conquer I include all of the following: Mergesort, counting inversions, closest pair of points, randomized quicksort, median and selection. For more details, inviting you refer to the above lesson.

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  • The following will be discussed in lecture Algorithm design - Chapter 5: Divide and Conquer II: Master theorem, integer multiplication, matrix multiplication, convolution and FFT. inviting you refer.

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  • Lecture Algorithm design - Chapter 6: Dynamic programming I include all of the following: Weighted interval scheduling, segmented least squares, knapsack problem, RNA secondary structure.

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  • Lecture Algorithm design - Chapter 7 "Network flow I" include all of the following: Max-flow and min-cut problems, Ford-Fulkerson algorithm, max-flow min-cut theorem, capacity-scaling algorithm, shortest augmenting paths, blocking-flow algorithm, unit-capacity simple networks.

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  • Lecture Algorithm design - Chapter 7 "Network flow II" include all of the following: Bipartite matching, disjoint paths, extensions to max flow, survey design, airline scheduling, image segmentation, project selection, baseball elimination.

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  • Lecture Algorithm design - Chapter 8 include all of the following: Poly-time reductions, packing and covering problems, constraint satisfaction problems, sequencing problems, partitioning problems, graph coloring, numerical problems.

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  • Lecture Algorithm design - Chapter 8 "Intractability II" include all of the following: Decision problems, definition of P, certifiers and certificates: composite, certifiers and certificates: 3-satisfiability, certifiers and certificates: Hamilton path, definition of NP,...and another content.

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  • Lecture Algorithm design - Chapter 8 "Intractability III" include all of the following: special cases: trees, special cases: planarity, approximation algorithms, exact exponential algorithms. Inviting you refer.

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