Solving NPcomplete Problems with Metaheuristics
Formal Metadata
Title 
Solving NPcomplete Problems with Metaheuristics

Subtitle 
An Introduction to Tabu Search, Simulated Annealing and Late Acceptance

Title of Series  
Author 

License 
CC Attribution 2.0 Belgium:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor. 
Identifiers 

Publisher 

Release Date 
2014

Language 
English

Content Metadata
Subject Area  
Abstract 
Some scientific research problems inherently suffer from an NPcomplete problem. This session will explain several metaheuristic algorithms which can handle such problems in reasonable time. This session will also do lightning introduction of OptaPlanner, an open source Apache licensed Java library, which implements those algorithms. Specifically, these algorithms will be explained: * First Fit * First Fit Decreasing * Hill Climbing * Tabu Search * Simulated Annealing * Late Acceptance

00:00
Computer animation
Model theory
Computational complexity theory
00:47
Computer animation
Multiplication sign
Rule of inference
Computational complexity theory
01:10
Computer animation
01:28
Computer animation
Order (biology)
01:53
Category of being
Computer animation
Multiplication sign
Model theory
Website
Mass
Variable (mathematics)
Resultant
Writing
03:02
Type theory
Computer animation
Model theory
03:51
Building
State of matter
Code
View (database)
Multiplication sign
Execution unit
Combinational logic
Set (mathematics)
Survival analysis
Water vapor
Insertion loss
Mereology
Software bug
Different (Kate Ryan album)
Hypermedia
Information security
Identity management
Physical system
Algorithm
Moment (mathematics)
Sound effect
Lattice (order)
Variable (mathematics)
Arithmetic mean
Process (computing)
Telecommunication
Order (biology)
Normal (geometry)
Right angle
Reading (process)
Resultant
Reverse engineering
Point (geometry)
Service (economics)
Number
Power (physics)
Revision control
Crosscorrelation
Green's function
Energy level
Data structure
Form (programming)
Dependent and independent variables
Scaling (geometry)
Projective plane
Model theory
Basis <Mathematik>
Volume (thermodynamics)
Line (geometry)
Computational complexity theory
Word
Computer animation
Personal digital assistant
Formal grammar
Video game
Family
20:33
Category of being
Computer animation
Multiplication sign
Variance
Bit
Mereology
Evolute
21:29
Direction (geometry)
Combinational logic
Variance
Moment <Mathematik>
Game theory
Number
00:01
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12:14
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