一些额外的优化资源(针对 metaheuristics,也就是你只有目标/评分函数而没有导数的情况):- Sean Luke 写的《Essentials of Metaheuristics》https://cs.gmu.edu/~sean/book/metaheuristics/ - Jason Brownlee 写的《Clever Algorithms》https://cleveralgorithms.com/ Timefold 用的就是这些书里的元启发式算法(Tabu Search,…
Some additional optimization resources (for metaheuristics, where you only have the objective/score function and no derivative): - "Essentials of Metaheuristics" by Sean Luke https://cs.gmu.edu/~sean/book/metaheuristics/ - "Clever Algorithms" by Jason Brownlee https://cleveralgorithms.com/ Timefold uses the metaheuristic algorithms in these books (Tabu Search,…
…计算机科学中那些“最适合用遗传算法解决”的问题。我的回答是:你日常遇到的问题都太简单了,根本用不上遗传算法。顺便推销下书:你可能会喜欢我关于这个主题的免费在线教材,书名叫《Essentials of Metaheuristics》。你也可以买平装实体书。http://cs.gmu.edu/~sean/book/metaheuristics/
…computer science which are "best solved using genetic algorithms". My answer is: your daily problems are too simple to need them. Book plug: you might enjoy my free online text on the subject, called Essentials of Metaheuristics. You can also get it in paperback. http://cs.gmu.edu/~sean/book/metaheuristics/
我之前和 Springer 就出版我的书(《Essentials of Metaheuristics》)来回拉扯了好久。那是一本已经写完、校对、排版好随时可以出版的书,跟我对接的编辑也非常想要,但她没办法说服上级同意我的唯一要求:由我保留电子版的版权。…
I went back and forth with Springer about publishing my book (Essentials of Metaheuristics). It was a completed, edited, typeset, and ready to go volume, and my rep really wanted it, but couldn't convince her higher-ups of the one requirement I had: that I retain copyright on electronic copies.…
我学这些东西的时候,从《A Field Guide to Genetic Programming》[1] 和《Introduction to Evolutionary Computing》[2] 里获益匪浅。我也听过不少关于《Essentials of Metaheuristics》[3] 和《Clever Algorithms》[4] 的好评,改天我也想读一读。[1] http://www.gp-field-guide.org.uk/ [2] http://www.cs.vu.nl/~gusz/ecbook/ecbook.html [3] http://cs.gmu.edu/~sean/book/metaheuristics/…
I got a lot of value from A Field Guide to Genetic Programming[1] and Introduction to Evolutionary Computing[2] when I was studying this stuff. I've heard good things about Essentials of Metaheuristics[3] and Clever Algorithms[4] too, I would like to read them some day. [1] http://www.gp-field-guide.org.uk/ [2] http://www.cs.vu.nl/~gusz/ecbook/ecbook.html [3] http://cs.gmu.edu/~sean/book/metaheuristics/…
一些额外的优化资源(针对 metaheuristics,也就是你只有目标/评分函数而没有导数的情况):- Sean Luke 写的《Essentials of Metaheuristics》https://cs.gmu.edu/~sean/book/metaheuristics/ - Jason Brownlee 写的《Clever Algorithms》https://cleveralgorithms.com/ Timefold 用的就是这些书里的元启发式算法(Tabu Search,…
Some additional optimization resources (for metaheuristics, where you only have the objective/score function and no derivative): - "Essentials of Metaheuristics" by Sean Luke https://cs.gmu.edu/~sean/book/metaheuristics/ - "Clever Algorithms" by Jason Brownlee https://cleveralgorithms.com/ Timefold uses the metaheuristic algorithms in these books (Tabu Search,…
容我推荐一下我自己写的免费教材,涵盖了该领域的大部分内容:《Essentials of Metaheuristics》。http://cs.gmu.edu/~sean/book/metaheuristics/
Allow me to recommend my own free text, which covers most of the field: Essentials of Metaheuristics. http://cs.gmu.edu/~sean/book/metaheuristics/
…计算机科学中那些“最适合用遗传算法解决”的问题。我的回答是:你日常遇到的问题都太简单了,根本用不上遗传算法。顺便推销下书:你可能会喜欢我关于这个主题的免费在线教材,书名叫《Essentials of Metaheuristics》。你也可以买平装实体书。http://cs.gmu.edu/~sean/book/metaheuristics/
…computer science which are "best solved using genetic algorithms". My answer is: your daily problems are too simple to need them. Book plug: you might enjoy my free online text on the subject, called Essentials of Metaheuristics. You can also get it in paperback. http://cs.gmu.edu/~sean/book/metaheuristics/
跟这个更相关的其实是《Essentials of Metaheuristics》:https://cs.gmu.edu/~sean/book/metaheuristics/(那个页面上有免费的 PDF 可以下载。)
More relevant to this is the Essentials of Metaheuristics: https://cs.gmu.edu/~sean/book/metaheuristics/ (There is a free pdf download on that page.)
我之前和 Springer 就出版我的书(《Essentials of Metaheuristics》)来回拉扯了好久。那是一本已经写完、校对、排版好随时可以出版的书,跟我对接的编辑也非常想要,但她没办法说服上级同意我的唯一要求:由我保留电子版的版权。…
I went back and forth with Springer about publishing my book (Essentials of Metaheuristics). It was a completed, edited, typeset, and ready to go volume, and my rep really wanted it, but couldn't convince her higher-ups of the one requirement I had: that I retain copyright on electronic copies.…
我学这些东西的时候,从《A Field Guide to Genetic Programming》[1] 和《Introduction to Evolutionary Computing》[2] 里获益匪浅。我也听过不少关于《Essentials of Metaheuristics》[3] 和《Clever Algorithms》[4] 的好评,改天我也想读一读。[1] http://www.gp-field-guide.org.uk/ [2] http://www.cs.vu.nl/~gusz/ecbook/ecbook.html [3] http://cs.gmu.edu/~sean/book/metaheuristics/…
I got a lot of value from A Field Guide to Genetic Programming[1] and Introduction to Evolutionary Computing[2] when I was studying this stuff. I've heard good things about Essentials of Metaheuristics[3] and Clever Algorithms[4] too, I would like to read them some day. [1] http://www.gp-field-guide.org.uk/ [2] http://www.cs.vu.nl/~gusz/ecbook/ecbook.html [3] http://cs.gmu.edu/~sean/book/metaheuristics/…