منابع مشابه
Introduction to Evolutionary Algorithms
Evolutionary Algorithms (EA) consist of several heuristics, which are able to solve optimisation tasks by imitating some aspects of natural evolution. They may use different levels of abstraction, but they are always working on whole populations of possible solutions for a given task. EAs are an approved set of heuristics, which are flexible to use and postulate only neglectible requirements on...
متن کاملIntroduction to Evolutionary Algorithms
The field of Artificial Intelligence (AI) began in a blaze a glory. Within a decade or so of its inception, computers were solving geometry and physics problems at a college freshman level, playing chess like regional champions, diagnosing serious illnesses on par with expert physicians and designing complex VLSI circuits. No problem was too complex, but, as AI researchers discovered in the 198...
متن کاملIntroduction to the special issue: evolutionary algorithms for scheduling.
Scheduling is a problem that occurs in a large variety of forms with huge cumulative economic and social consequences. Proper scheduling can provide better utilization of scarce and expensive resources as well as higher satisfaction for individuals such as customers and employees. For this reason, there has been a lot of effort expended over a large number of years on algorithms for automatic s...
متن کاملAn Introduction to Multi-objective Evolutionary Algorithms and Their Applications
This chapter provides the basic concepts necessary to understand the rest of this book. The introductory material provided here includes some basic mathematical definitions related to multi-objective optimization, a brief description of the most representative multi-objective evolutionary algorithms in current use and some of the most representative work on performance measures used to validate...
متن کاملIntroduction to Evolutionary Biology
volution is the cornerstone of modern biology. It unites all the fields of biology under one theoretical umbrella. It is not a difficult concept, but very few people -the majority of biologists included -have a satisfactory grasp of it. One common mistake is believing that species can be arranged on an evolutionary ladder from bacteria through "lower" animals, to "higher" animals and, finally, ...
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ژورنال
عنوان ژورنال: Industrial Engineering and Management Systems
سال: 2010
ISSN: 1598-7248
DOI: 10.7232/iems.2010.9.4.348