UID:
edocfu_9959327327902883
Format:
1 online resource (xvi, 495 pages) :
,
illustrations
Edition:
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2011.
ISBN:
9781118033036
,
1118033035
Note:
Front Matter -- Introduction -- Some Examples -- The Logic of Propositions -- The Logic of Discrete Variables -- The Logic of 0-1 Inequalities -- Cardinality Clauses -- Classical Boolean Methods -- Logic-Based Modeling -- Logic-Based Branch and Bound -- Constraint Generation -- Domain Reduction -- Constraint Programming -- Continuous Relaxations -- Decomposition Methods -- Branching Rules -- Relaxation Duality -- Inference Duality -- Search Strategies -- Logic-Based Benders Decomposition -- Nonserial Dynamic Programming -- Discrete Relaxations -- References -- Index -- Wiley-Interscience Series in Discrete Mathematics and Optimization.
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Logic and Optimization
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Optimization and Constraint Satisfaction
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Constraint Programming
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Development of Logic-Based Methods
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Recent Applications and Software
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Organization of the Book
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How Much to Read
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Background Material
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A Practical Logic-Based System
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A Deeper Analysis
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Logic-Based Modeling
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Traveling Salesman Problem
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Assignment Problem
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Quadratic Assignment Problem
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A Job Shop Scheduling Problem
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A Knapsack Problem
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An Integer Programming Model
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An Integer Programming Solution
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A Logic-Based Solution
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Processing Network Design
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An Integer Programming Approach
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A Logic-Based Approach
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Lot Sizing
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An Integer Programming Model
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A Logic-Based Model
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Logic of Propositions
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Idea of Propositional Logic
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Formulas
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Clauses
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Conversion to Clausal Form
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Horn Clauses
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Renamable Horn Clauses
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Resolution
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Resolution Algorithm
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Projection
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Unit Resolution
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Constraint-Based Search
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Logic of Discrete Variables
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Formulas of Discrete-Variable Logic
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Formulas and Semantics
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Multivalent Clauses
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Multivalent Resolution
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Full Resolution
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Projection
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Unit Resolution
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Constraint Generation
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Defined Predicates
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Logic of 0-1 Inequalities
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Inequalities and Implication
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Resolution for 0-1 Inequalities
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Algorithm
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Completeness of 0-1 Resolution
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Resolution and Cutting Planes
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Equivalent Inequalities
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Characterizing an Equivalence Class
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A Polar Approach to Checking Equivalence
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Polar Characterization of Equivalence Classes
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Canonical Inequalities
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Cardinality Clauses
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Resolution for Cardinality Clauses
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Classical Resolution Step
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Diagonal Summation Step
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Generating Cardinality Clauses
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Implied Cardinality Clauses
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Generating Nonredundant Implications
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Implied Contiguous Clauses
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Classical Boolean Methods
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Pseudoboolean Optimization
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Basic Method
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Basic Algorithm Revisited
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Roof Duality
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Roofs
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Roof Dual
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Implied Constraints
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Implications of a Linear 0-1 Inequality
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Implications of a Nonlinear 0-1 Inequality
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Matching Problems
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Logic-Based Modeling
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A Modeling Framework
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Basic Framework
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A Growing Lexicon of Global Constraints
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Element Constraints and Variable Subscripts
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Sum Constraints and Variable Index Sets
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Integer and Mixed Integer Modeling
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Objective Function
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Some Modeling Examples Revisited
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Traveling Salesman, Assignment, and Job Shop Problems
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Knapsack Problem
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Processing Network Design
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Lot-Sizing
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Additional Examples
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Progressive Party Problem
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A Resource-Constrained Scheduling Problem
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A Production Scheduling Problem
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Logic-Based Branch and Bound
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Solution Strategy
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Inference
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Solution of a Relaxation
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Completion of the Solution
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Branching
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Statement of the Algorithm
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Constraint Generation
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Consistency and the Dependency Graph
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Consistency
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Dependency Graph
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Constraints and Satisfaction
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Consistency and Backtracking
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k-Consistency
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k-Consistency and Backtracking
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Binary Problems
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Achieving k-Consistency
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Adaptive Consistency
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Adaptive Consistency and Backtracking
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Achieving Adaptive Consistency
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Induced Width and k-Trees
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Induced Width and Complexity
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Minimum Width Orderings
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Finding a Minimum-Width Ordering
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Minimum Bandwidth Orderings
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Finding a Minimum Bandwidth Ordering
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Domain Reduction
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Consistency
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Arc and Hyperarc Consistency
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Bounds Consistency
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Element and Sum Constraints
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Element Constraint
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Sum Constraint
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All-Different Constraint
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A Combinatorial Algorithm
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Domain Reduction as a Matching Problem
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Constraint Propagation
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Constraint Programming
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Development of Constraint Programming
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Logic Programming
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Basic Idea
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A Scheduling Problem
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Constraint Logic Programming
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Unification as Constraint Solving
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A Scheduling Problem
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Other Approaches
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Continuous Relaxations
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Relaxations of Discrete Constraints
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Propositional Formulas
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Cardinality Rules
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All-different Constraints
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Relaxations for Mixed Constraints
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Weak Continuous Relaxations
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Lifted versus Projected Relaxations
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Lifted Relaxations
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Jeroslow's Representability Theorem
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Disjunctions: Big-M Relaxations
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Disjunctions: Convex Hull Relaxation
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Projected Relaxations
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Projection Methods for Linear Systems
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Disjunctions: Elementary Inequalities
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Disjunctions: Supporting Inequalities
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Disjunctions: Optimal Separating Inequalities
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Fixed Charge Problems
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Piecewise Linear Functions
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Element Constraints
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Extended Element Constraints
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Decomposition Methods
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Outer Approximation
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Basic Algorithm
,
Benders Decomposition
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Classical Method
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Linear Disjunctions
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Generalized Benders Decomposition
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Nonlinear Disjunctions
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Branching Rules
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General-Purpose Branching Heuristics
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Rationales for the Heuristics
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Branching for Logical Clauses
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Empirical Behavior of Branching Rules
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Jeroslow-Wang Rule
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Maximum Satisfiability Hypothesis
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A Simplification Hypothesis
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First-Fail Heuristics
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An Elementary Analysis
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A More Refined Analysis
,
Relaxation Duality
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Strengthenings and Relaxations
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A Strengthening Strategy
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A Relaxation Strategy
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Branching
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Mixed Strategies
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Relaxation of Strengthenings
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Strengthenings of a Relaxation
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Relaxation Duality
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Relaxation Dual
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Lagrangean and Surrogate Duals
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Inference Duality
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Constraint Generation
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Constraints as Cuts
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Constraint-Based Search
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Linear Programming Duality
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Linear Inference
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Sensitivity Analysis
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Duality for Logical Clauses
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Dual Solution as a Resolution Proof
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Recovering a Dual from a Primal Solution
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Duality for Horn Clauses
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0-1 Linear Programming Duality
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Recovering an INdirect Optimality Proof
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Recovering a Direct Optimality Proof
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Sensitivity Analysis
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Search Strategies
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Branching and Constraint-Based Search
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Search over Partial Assignments
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Branching as Constraint-Based Search
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Parallel Resolution Search
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Dependency-Directed Backtracking
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Backjumping
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Backchecking and Backmarking
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Dynamic Backtracking
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Partial-Order Dynamic Backtracking
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Generalized Dynamic Backtracking
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Logic-Based Benders Decomposition
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Benders Decomposition in the Abstract
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A Simple Example
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Algorithm
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Advantage of Benders Decomposition
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Benders Decomposition as Projection
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Classical Benders Decomposition
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Convergence of Classical Benders
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Propositional Satisfiability
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0-1 Linear Programming
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Optimization Plus Constraint Satisfaction
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Basic Framework
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Example: Machine Scheduling
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Benders Decomposition for Branching
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Mixed Integer Programming
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Problems with Relaxation
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Nonserial Dynamic Programming
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Basic Recursion
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A Feasibility Problem
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Two Optimization Problems
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Formal Development
,
State Space Transition
,
Serial Examples
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Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Additional Edition:
Print version: Hooker, John, 1949- Logic-based methods for optimization. New York : John Wiley & Sons, ©2000 ISBN 0471385212
Language:
English
Keywords:
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781118033036
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