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Performance Evaluation of Bitstring Representations in a Linear Genetic Programming Framework
Meli, Clyde, Nezval, Vitezslav, Oplatkova, Zuzana Kominkova, Buttigieg, Victor, Staines, Anthony Spiteri
Different bitstring representations can yield varying computational performance. This work compares three bitstring implementations in C++: std::bitset, boost::dynamic_bitset, and a custom direct implementation. Their performance is benchmarked in the context of concatenation within a Linear Genetic Programming system. Benchmarks were conducted on three platforms (macOS, Linux, and Windows MSYS2) to assess platform specific performance variations. The results show that the custom direct implementation delivers the fastest performance on Linux and Windows, while std::bitset performs best on macOS. Although consistently slower, boost::dynamic_bitset remains a viable and flexible option. These findings highlight the influence of compiler optimisations and system architecture on performance, providing practical guidance for selecting the optimal method based on platform and application requirements.
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Swedish Death Cleaning, but for Your Digital Life
The art of ordering and culling your possessions before you die should extend to your documents, photos, and digital accounts. Digital generated image of semi transparent multiple data server discs on white background. After Adam Liljenberg's grandmother died, his grandfather was ready to downsize and move into an assisted living facility. As Swedes, they were familiar with Swedish death cleaning, the idea that as you near the end of life, you declutter and organize your belongings so as not to burden those who survive you. When Liljenberg arrived to help his grandfather sort through his possessions, he didn't expect to be rescuing digital photos off a phone full of malware.
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Windows 10's death sure doesn't feel like a PC apocalypse
When you purchase through links in our articles, we may earn a small commission. Windows 10's death sure doesn't feel like a PC apocalypse When Windows 7 died, it was a disaster. Is Windows 10's death this week important? But I might be a minority. For many folks, the hullabaloo this week about Windows 10's demise feels overblown--after all, as Brad pointed out a couple of weeks ago, Microsoft is offering different ways to extend security updates .
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All Windows 11 PCs Will Get These Advanced Copilot AI Features
As Windows 10 Support Ends, Microsoft Is'Rewriting' Windows 11 Around AI All Windows 11 users will soon be able to talk to the Copilot AI assistant more easily via voice, and Copilot Vision can understand the context of your screen. Microsoft saved its most powerful AI tools for paying customers in the first phase of its AI evolution. Now, the company has announced a series of Copilot features coming to all Windows 11 PCs, including Voice, Copilot Vision, and Copilot Actions. Alongside the update, Microsoft is launching an ad campaign to expose people to these new features. Windows 10 support ended on October 14, and we're about to see a wave of people upgrade to Windows 11; Microsoft seems intent on putting advanced Copilot features at the fingertips of as many people as possible--and convincing them they're worth using.
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Windows 10 is officially unsupported as of today. Now what?
When you purchase through links in our articles, we may earn a small commission. Windows 10 is officially unsupported as of today. The day has finally come. If you're still on Windows 10, here are all your options going forward. Today, October 14th, officially marks the end of full support for Windows 10, a whopping decade after Microsoft debuted the operating system.
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Upgrading to Windows 11 on an old PC could be easier than you think
Although support for Windows 10 will not end in October 2025 after all, Microsoft's additional grace period extends its life by only one year. This means that many users will soon not only have to say goodbye to their operating system, but also to their computer in the near future. Even if its components are powerful enough for Windows 11, it may become electronic waste: This is because Microsoft has strict requirements for the hardware on which the new operating system can run -- especially when it comes to the processor. Most PCs and laptops that are more than eight years old are therefore excluded from the upgrade -- even though they work without any problems under Windows 10 and would certainly do the same under Windows 11. However, you can make your computer officially fit for Windows 11 with small hardware upgrades: Whether this is worthwhile, whether it is even possible, and how much it costs depends on the specific PC or laptop.
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Upgrading to Windows 11 on an old PC might be easier than you think
Although support for Windows 10 will not end in October 2025 after all, the additional grace period is only one year. This means that many users will soon not only have to say goodbye to their operating system, but also to their computer. Even if its components are powerful enough for Windows 11, it may become electronic waste: This is because Microsoft has strict requirements for the hardware on which the new operating system can run -- especially when it comes to the processor. Most PCs and laptops that are more than eight years old are therefore excluded from the upgrade -- even though they work without any problems under Windows 10 and would certainly do the same under Windows 11. However, you can make your computer officially fit for Windows 11 with small hardware upgrades: Whether this is worthwhile, whether it is even possible, and how much it costs depends on the specific PC or laptop.
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Microsoft faces lawsuit over Windows 10's end of support
We're now two months from the planned end of support date for Windows 10, and it seems tempers are running high as tensions continue to build. A man from Southern California filed a lawsuit against Microsoft last week, according to one news report. Not enough people are currently using Windows 11, therefore it isn't right to end support for Windows 10 at this time. Furthermore, by forcing users to give up Windows 10, Microsoft is strong-arming customers into buying new devices and attempting to "monopolize the generative AI market." The plaintiff, Lawrence Klein, owns two Windows 10 laptops and is personally affected by end of support for the operating system.
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